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i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Katy S. Azoury, Manfred K. Warmuth: Relative Loss Bounds for On-line Density Estimation with the Exponential Family of Distributions. CoRR abs/1301.6677 (2013)
2012
j60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Dima Kuzmin: Online variance minimization. Machine Learning 87(1): 1-32 (2012)
c97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Wojciech Kotlowski, Shuisheng Zhou: Kernelization of Matrix Updates, When and How? ALT 2012: 350-364
c96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Wouter M. Koolen, Dmitry Adamskiy, Manfred K. Warmuth: Putting Bayes to sleep. NIPS 2012: 135-143
2011
j59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Wojciech Kotlowski, Manfred K. Warmuth: Minimax Algorithm for Learning Rotations. Journal of Machine Learning Research - Proceedings Track 19: 821-824 (2011)
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Wouter M. Koolen, David P. Helmbold: Combining Initial Segments of Lists. ALT 2011: 219-233
c94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Wouter M. Koolen, Wojciech Kotlowski, Manfred K. Warmuth: Learning Eigenvectors for Free. NIPS 2011: 945-953
2010
j58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Dima Kuzmin: Bayesian generalized probability calculus for density matrices. Machine Learning 78(1-2): 63-101 (2010)
c93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: The Blessing and the Curse of the Multiplicative Updates. ALT 2010: 31
c92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Wouter M. Koolen, Manfred K. Warmuth, Jyrki Kivinen: Hedging Structured Concepts. COLT 2010: 93-105
c91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Elad Hazan, Satyen Kale, Manfred K. Warmuth: Learning Rotations with Little Regret. COLT 2010: 144-154
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Elad Hazan, Satyen Kale, Manfred K. Warmuth: On-line Variance Minimization in O(n2) per Trial? COLT 2010: 314-315
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: The Blessing and the Curse of the Multiplicative Updates. Discovery Science 2010: 382
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Shuisheng Zhou, Manfred K. Warmuth, Yinli Dong, Feng Ye: New combination coefficients for AdaBoost algorithms. ICNC 2010: 3194-3198
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jacob Abernethy, Manfred K. Warmuth: Repeated Games against Budgeted Adversaries. NIPS 2010: 1-9
2009
j57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Manfred K. Warmuth: Learning Permutations with Exponential Weights. Journal of Machine Learning Research 10: 1705-1736 (2009)
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jacob Abernethy, Manfred K. Warmuth: Minimax Games with Bandits. COLT 2009
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, S. V. N. Vishwanathan: Tutorial summary: Survey of boosting from an optimization perspective. ICML 2009: 175
2008
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Karen A. Glocer, S. V. N. Vishwanathan: Entropy Regularized LPBoost. ALT 2008: 256-271
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jacob Abernethy, Manfred K. Warmuth, Joel Yellin: When Random Play is Optimal Against an Adversary. COLT 2008: 437-446
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Adam M. Smith, Manfred K. Warmuth: Learning Rotations. COLT 2008: 517
2007
j56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dima Kuzmin, Manfred K. Warmuth: Unlabeled Compression Schemes for Maximum Classes. Journal of Machine Learning Research 8: 2047-2081 (2007)
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Manfred K. Warmuth: Learning Permutations with Exponential Weights. COLT 2007: 469-483
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: When Is There a Free Matrix Lunch? COLT 2007: 630-632
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dima Kuzmin, Manfred K. Warmuth: Online kernel PCA with entropic matrix updates. ICML 2007: 465-472
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: Winnowing subspaces. ICML 2007: 999-1006
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Karen A. Glocer, Gunnar Rätsch: Boosting Algorithms for Maximizing the Soft Margin. NIPS 2007
2006
j55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth, Babak Hassibi: The p-norm generalization of the LMS algorithm for adaptive filtering. IEEE Transactions on Signal Processing 54(5): 1782-1793 (2006)
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Dima Kuzmin: Online Variance Minimization. COLT 2006: 514-528
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jacob Abernethy, John Langford, Manfred K. Warmuth: Continuous Experts and the Binning Algorithm. COLT 2006: 544-558
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: Can Entropic Regularization Be Replaced by Squared Euclidean Distance Plus Additional Linear Constraints. COLT 2006: 653-654
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Jun Liao, Gunnar Rätsch: Totally corrective boosting algorithms that maximize the margin. ICML 2006: 1001-1008
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Dima Kuzmin: Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension. NIPS 2006: 1481-1488
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Dima Kuzmin: A Bayesian Probability Calculus for Density Matrices. UAI 2006
2005
j54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Koji Tsuda, Gunnar Rätsch, Manfred K. Warmuth: Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection. Journal of Machine Learning Research 6: 995-1018 (2005)
j53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gunnar Rätsch, Manfred K. Warmuth: Efficient Margin Maximizing with Boosting. Journal of Machine Learning Research 6: 2131-2152 (2005)
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, S. V. N. Vishwanathan: Leaving the Span. COLT 2005: 366-381
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dima Kuzmin, Manfred K. Warmuth: Unlabeled Compression Schemes for Maximum Classes, . COLT 2005: 591-605
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dima Kuzmin, Manfred K. Warmuth: Optimum Follow the Leader Algorithm. COLT 2005: 684-686
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: A Bayes Rule for Density Matrices. NIPS 2005
2004
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: The Optimal PAC Algorithm. COLT 2004: 641-642
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Koji Tsuda, Gunnar Rätsch, Manfred K. Warmuth: Matrix Exponential Gradient Updates for On-line Learning and Bregman Projection. NIPS 2004
2003
j52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Jun Liao, Gunnar Rätsch, Michael Mathieson, Santosh Putta, Christian Lemmen: Active Learning with Support Vector Machines in the Drug Discovery Process. Journal of Chemical Information and Computer Sciences 43(2): 667-673 (2003)
j51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eiji Takimoto, Manfred K. Warmuth: Path Kernels and Multiplicative Updates. Journal of Machine Learning Research 4: 773-818 (2003)
j50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jürgen Forster, Manfred K. Warmuth: Relative Loss Bounds for Temporal-Difference Learning. Machine Learning 51(1): 23-50 (2003)
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: Compressing to VC Dimension Many Points. COLT 2003: 743-744
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ashutosh Garg, Manfred K. Warmuth: Inline updates for HMMs. INTERSPEECH 2003
c62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Rita Singh, Manfred K. Warmuth, Bhiksha Raj, Paul Lamere: Classification with free energy at raised temperatures. INTERSPEECH 2003
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Kohei Hatano, Manfred K. Warmuth: Boosting versus Covering. NIPS 2003
e4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bernhard Schölkopf, Manfred K. Warmuth (Eds.): Computational Learning Theory and Kernel Machines, 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings. Lecture Notes in Computer Science 2777, Springer 2003, isbn 3-540-40720-0
2002
j49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jürgen Forster, Manfred K. Warmuth: Relative Expected Instantaneous Loss Bounds. J. Comput. Syst. Sci. 64(1): 76-102 (2002)
j48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Olivier Bousquet, Manfred K. Warmuth: Tracking a Small Set of Experts by Mixing Past Posteriors. Journal of Machine Learning Research 3: 363-396 (2002)
j47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Sandra Panizza, Manfred K. Warmuth: Direct and indirect algorithms for on-line learning of disjunctions. Theor. Comput. Sci. 284(1): 109-142 (2002)
j46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eiji Takimoto, Manfred K. Warmuth: Predicting nearly as well as the best pruning of a planar decision graph. Theor. Comput. Sci. 288(2): 217-235 (2002)
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eiji Takimoto, Manfred K. Warmuth: Path Kernels and Multiplicative Updates. COLT 2002: 74-89
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gunnar Rätsch, Manfred K. Warmuth: Maximizing the Margin with Boosting. COLT 2002: 334-350
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Robert B. Gramacy, Manfred K. Warmuth, Scott A. Brandt, Ismail Ari: Adaptive Caching by Refetching. NIPS 2002: 1465-1472
2001
j45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mark Herbster, Manfred K. Warmuth: Tracking the Best Linear Predictor. Journal of Machine Learning Research 1: 281-309 (2001)
j44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Katy S. Azoury, Manfred K. Warmuth: Relative Loss Bounds for On-Line Density Estimation with the Exponential Family of Distributions. Machine Learning 43(3): 211-246 (2001)
j43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: Relative Loss Bounds for Multidimensional Regression Problems. Machine Learning 45(3): 301-329 (2001)
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Olivier Bousquet, Manfred K. Warmuth: Tracking a Small Set of Experts by Mixing Past Posteriors. COLT/EuroCOLT 2001: 31-47
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gunnar Rätsch, Sebastian Mika, Manfred K. Warmuth: On the Convergence of Leveraging. NIPS 2001: 487-494
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Gunnar Rätsch, Michael Mathieson, Jun Liao, Christian Lemmen: Active Learning in the Drug Discovery Process. NIPS 2001: 1449-1456
2000
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eiji Takimoto, Manfred K. Warmuth: The Last-Step Minimax Algorithm. ALT 2000: 279-290
c53no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jürgen Forster, Manfred K. Warmuth: Relative Expected Instantaneous Loss Bounds. COLT 2000: 90-99
c52no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eiji Takimoto, Manfred K. Warmuth: The Minimax Strategy for Gaussian Density Estimation. pp. COLT 2000: 100-106
c51no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gunnar Rätsch, Manfred K. Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller: Barrier Boosting. COLT 2000: 170-179
c50no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jürgen Forster, Manfred K. Warmuth: Relative Loss Bounds for Temporal-Difference Learning. ICML 2000: 295-302
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Auer, Stephen Kwek, Wolfgang Maass, Manfred K. Warmuth: Learning of Depth Two Neural Networks with Constant Fan-in at the Hidden Nodes. Electronic Colloquium on Computational Complexity (ECCC) 7(55) (2000)
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Auer, Manfred K. Warmuth: Tracking the best disjunction. Electronic Colloquium on Computational Complexity (ECCC) 7(70) (2000)
1999
j42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Jyrki Kivinen, Manfred K. Warmuth: Relative loss bounds for single neurons. IEEE Transactions on Neural Networks 10(6): 1291-1304 (1999)
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eiji Takimoto, Manfred K. Warmuth: Predicting Nearly as well as the best Pruning of a Planar Decision Graph. ALT 1999: 335-346
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: Boosting as Entropy Projection. COLT 1999: 134-144
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Sandra Panizza, Manfred K. Warmuth: Direct and Indirect Algorithms for On-line Learning of Disjunctions. EuroCOLT 1999: 138-152
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: Averaging Expert Predictions. EuroCOLT 1999: 153-167
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Katy S. Azoury, Manfred K. Warmuth: Relative Loss Bounds for On-line Density Estirnation with the Exponential Family of Distributions. UAI 1999: 31-40
1998
j41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Wolfgang Maass, Manfred K. Warmuth: Efficient Learning With Virtual Threshold Gates. Inf. Comput. 141(1): 66-83 (1998)
j40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Auer, Manfred K. Warmuth: Tracking the Best Disjunction. Machine Learning 32(2): 127-150 (1998)
j39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mark Herbster, Manfred K. Warmuth: Tracking the Best Expert. Machine Learning 32(2): 151-178 (1998)
j38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Jyrki Kivinen, Manfred K. Warmuth: Sequential Prediction of Individual Sequences Under General Loss Functions. IEEE Transactions on Information Theory 44(5): 1906-1925 (1998)
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mark Herbster, Manfred K. Warmuth: Tracking the Best Regressor. COLT 1998: 24-31
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Claudio Gentile, Manfred K. Warmuth: Linear Hinge Loss and Average Margin. NIPS 1998: 225-231
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yoram Singer, Manfred K. Warmuth: Batch and On-Line Parameter Estimation of Gaussian Mixtures Based on the Joint Entropy. NIPS 1998: 578-584
1997
j37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth, Peter Auer: The Perceptron Algorithm Versus Winnow: Linear Versus Logarithmic Mistake Bounds when Few Input Variables are Relevant (Technical Note). Artif. Intell. 97(1-2): 325-343 (1997)
j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: Exponentiated Gradient Versus Gradient Descent for Linear Predictors. Inf. Comput. 132(1): 1-63 (1997)
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nicolò Cesa-Bianchi, Yoav Freund, David Haussler, David P. Helmbold, Robert E. Schapire, Manfred K. Warmuth: How to use expert advice. J. ACM 44(3): 427-485 (1997)
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth: A Comparison of New and Old Algorithms for a Mixture Estimation Problem. Machine Learning 27(1): 97-119 (1997)
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: Sample Compression, Learnability, and the Vapnik-Chervonenkis Dimension. EuroCOLT 1997: 1-2
c40no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: Relative Loss Bounds for Multidimensional Regression Problems. NIPS 1997
c39no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: Relative Loss Bounds, the Minimum Relative Entropy Principle, and EM. NIPS 1997
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yoav Freund, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth: Using and Combining Predictors That Specialize. STOC 1997: 334-343
1996
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Robert E. Schapire, Manfred K. Warmuth: On the Worst-Case Analysis of Temporal-Difference Learning Algorithms. Machine Learning 22(1-3): 95-121 (1996)
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nicolò Cesa-Bianchi, Yoav Freund, David P. Helmbold, Manfred K. Warmuth: On-line Prediction and Conversion Strategies. Machine Learning 25(1): 71-110 (1996)
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nicolò Cesa-Bianchi, Philip M. Long, Manfred K. Warmuth: Worst-case quadratic loss bounds for prediction using linear functions and gradient descent. IEEE Trans. Neural Netw. Learning Syst. 7(3): 604-619 (1996)
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Auer, Stephen Kwek, Wolfgang Maass, Manfred K. Warmuth: Learning of Depth Two Neural Networks with Constant Fan-In at the Hidden Nodes (Extended Abstract). COLT 1996: 333-343
c36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth: On-Line Portfolio Selection Using Multiplicative Updates. ICML 1996: 243-251
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yoram Singer, Manfred K. Warmuth: Training Algorithms for Hidden Markov Models using Entropy Based Distance Functions. NIPS 1996: 641-647
1995
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nick Littlestone, Philip M. Long, Manfred K. Warmuth: On-line Learning of Linear Functions. Computational Complexity 5(1): 1-23 (1995)
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Manfred K. Warmuth: On Weak Learning. J. Comput. Syst. Sci. 50(3): 551-573 (1995)
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sally A. Goldman, Manfred K. Warmuth: Learning Binary Relations Using Weighted Majority Voting. Machine Learning 20(3): 245-271 (1995)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sally Floyd, Manfred K. Warmuth: Sample Compression, Learnability, and the Vapnik-Chervonenkis Dimension. Machine Learning 21(3): 269-304 (1995)
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Yoram Singer, Robert E. Schapire, Manfred K. Warmuth: A Comparison of New and Old Algorithms for a Mixture Estimation Problem. COLT 1995: 69-78
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant. COLT 1995: 289-296
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Jyrki Kivinen, Manfred K. Warmuth: Tight worst-case loss bounds for predicting with expert advice. EuroCOLT 1995: 69-83
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Auer, Manfred K. Warmuth: Tracking the Best Disjunction. FOCS 1995: 312-321
c30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mark Herbster, Manfred K. Warmuth: Tracking the Best Expert. ICML 1995: 286-294
c29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Wolfgang Maass, Manfred K. Warmuth: Efficient Learning with Virtual Threshold Gates. ICML 1995: 378-386
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Jyrki Kivinen, Manfred K. Warmuth: Worst-case Loss Bounds for Single Neurons. NIPS 1995: 309-315
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Auer, Mark Herbster, Manfred K. Warmuth: Exponentially many local minima for single neurons. NIPS 1995: 316-322
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jyrki Kivinen, Manfred K. Warmuth: Additive versus exponentiated gradient updates for linear prediction. STOC 1995: 209-218
1994
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Hans L. Bodlaender, Shlomo Moran, Manfred K. Warmuth: The Distributed Bit Complexity of the Ring: From the Anonymous to the Non-anonymous Case. Inf. Comput. 108(1): 34-50 (1994)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nick Littlestone, Manfred K. Warmuth: The Weighted Majority Algorithm. Inf. Comput. 108(2): 212-261 (1994)
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Philip M. Long, Manfred K. Warmuth: Composite Geometric Concepts and Polynomial Predictability. Inf. Comput. 113(2): 230-252 (1994)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Nick Littlestone, Manfred K. Warmuth: Predicting \0,1\-Functions on Randomly Drawn Points. Inf. Comput. 115(2): 248-292 (1994)
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nicolò Cesa-Bianchi, Anders Krogh, Manfred K. Warmuth: Bounds on approximate steepest descent for likelihood maximization in exponential families. IEEE Transactions on Information Theory 40(4): 1215-1218 (1994)
c25no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Robert E. Schapire, Manfred K. Warmuth: On the Worst-Case Analysis of Temporal-Difference Learning Algorithms. ICML 1994: 266-274
e3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth (Ed.): Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory, COLT 1994, New Brunswick, NJ, USA, July 12-15, 1994. ACM 1994, isbn 0-89791-655-7
1993
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Leonard Pitt, Manfred K. Warmuth: The Minimum Consistent DFA Problem Cannot be Approximated within any Polynomial. J. ACM 40(1): 95-142 (1993)
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Shlomo Moran, Manfred K. Warmuth: Gap Theorems for Distributed Computation. SIAM J. Comput. 22(2): 379-394 (1993)
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nicolò Cesa-Bianchi, Philip M. Long, Manfred K. Warmuth: Worst-Case Quadratic Loss Bounds for a Generalization of the Widrow-Hoff Rule. COLT 1993: 429-438
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sally A. Goldman, Manfred K. Warmuth: Learning Binary Relations Using Weighted Majority Voting. COLT 1993: 453-462
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nicolò Cesa-Bianchi, Yoav Freund, David P. Helmbold, David Haussler, Robert E. Schapire, Manfred K. Warmuth: How to use expert advice. STOC 1993: 382-391
1992
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Naoki Abe, Manfred K. Warmuth: On the Computational Complexity of Approximating Distributions by Probabilistic Automata. Machine Learning 9: 205-260 (1992)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Robert H. Sloan, Manfred K. Warmuth: Learning Integer Lattices. SIAM J. Comput. 21(2): 240-266 (1992)
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Manfred K. Warmuth: Some Weak Learning Results. COLT 1992: 399-412
1991
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Michael J. Kearns, Nick Littlestone, Manfred K. Warmuth: Equivalence of Models for Polynomial Learnability. Inf. Comput. 95(2): 129-161 (1991)
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Naoki Abe, Manfred K. Warmuth, Jun-ichi Takeuchi: Polynomial Learnability of Probabilistic Concepts with Respect to the Kullback-Leibler Divergence. COLT 1991: 277-289
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nick Littlestone, Philip M. Long, Manfred K. Warmuth: On-Line Learning of Linear Functions. STOC 1991: 465-475
e2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, Leslie G. Valiant (Eds.): Proceedings of the Fourth Annual Workshop on Computational Learning Theory, COLT 1991, Santa Cruz, California, USA, August 5-7, 1991. Morgan Kaufmann 1991, isbn 1-55860-213-5
1990
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Leonard Pitt, Manfred K. Warmuth: Prediction-Preserving Reducibility. J. Comput. Syst. Sci. 41(3): 430-467 (1990)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Daniel Ratner, Manfred K. Warmuth: NxN Puzzle and Related Relocation Problem. J. Symb. Comput. 10(2): 111-138 (1990)
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Robert H. Sloan, Manfred K. Warmuth: Learning Nested Differences of Intersection-Closed Concept Classes. Machine Learning 5: 165-196 (1990)
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Naoki Abe, Manfred K. Warmuth: On the Computational Complexity of Approximating Distributions by Probabilistic Automata. COLT 1990: 52-66
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Philip M. Long, Manfred K. Warmuth: Composite Geometric Concepts and Polynomial Predictability. COLT 1990: 273-287
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Robert H. Sloan, Manfred K. Warmuth: Learning Integer Lattices. COLT 1990: 288-302
1989
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jakob Gonczarowski, Manfred K. Warmuth: Scattered Versus Context-Sensitive Rewriting. Acta Inf. 27(1): 81-95 (1989)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Richard J. Anderson, Ernst W. Mayr, Manfred K. Warmuth: Parallel Approximation Algorithms for Bin Packing. Inf. Comput. 82(3): 262-277 (1989)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, Manfred K. Warmuth: Learnability and the Vapnik-Chervonenkis dimension. J. ACM 36(4): 929-965 (1989)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Barbara B. Simons, Manfred K. Warmuth: A Fast Algorithm for Multiprocessor Scheduling of Unit-Length Jobs. SIAM J. Comput. 18(4): 690-710 (1989)
c15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth: Towards Representation Independence in PAC Learning. AII 1989: 78-103
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Leonard Pitt, Manfred K. Warmuth: The Minimum Consistent DFA Problem Cannot be Approximated within any Polynomial (abstract). Structure in Complexity Theory Conference 1989: 230
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David P. Helmbold, Robert H. Sloan, Manfred K. Warmuth: Learning Nested Differences of Intersection-Closed Concept Classes. COLT 1989: 41-56
c12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Hans L. Bodlaender, Shlomo Moran, Manfred K. Warmuth: The Distributed Bit Complexity of the Ring: From the Anonymous to the Non-anonymous Case. FCT 1989: 58-67
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Nick Littlestone, Manfred K. Warmuth: The Weighted Majority Algorithm. FOCS 1989: 256-261
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Leonard Pitt, Manfred K. Warmuth: The Minimum Consistent DFA Problem Cannot Be Approximated within any Polynomial. STOC 1989: 421-432
e1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ronald L. Rivest, David Haussler, Manfred K. Warmuth (Eds.): Proceedings of the Second Annual Workshop on Computational Learning Theory, COLT 1989, Santa Cruz, CA, USA, July 31 - August 2, 1989. Morgan Kaufmann 1989, isbn 1-55860-086-8
1988
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Hagit Attiya, Marc Snir, Manfred K. Warmuth: Computing on an anonymous ring. J. ACM 35(4): 845-875 (1988)
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Leonard Pitt, Manfred K. Warmuth: Reductions among prediction problems: on the difficulty of predicting automata. Structure in Complexity Theory Conference 1988: 60-69
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Michael J. Kearns, Nick Littlestone, Manfred K. Warmuth: Equivalence of Models for Polynomial Learnability. COLT 1988: 42-55
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Nick Littlestone, Manfred K. Warmuth: Predicting {0, 1}-Functions on Randomly Drawn Points. COLT 1988: 280-296
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Haussler, Nick Littlestone, Manfred K. Warmuth: Predicting {0,1}-Functions on Randomly Drawn Points (Extended Abstract). FOCS 1988: 100-109
1987
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, Manfred K. Warmuth: Occam's Razor. Inf. Process. Lett. 24(6): 377-380 (1987)
1986
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Elias Dahlhaus, Manfred K. Warmuth: Membership for Growing Context-Sensitive Grammars is Polynomial. J. Comput. Syst. Sci. 33(3): 456-472 (1986)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Danny Dolev, Eli Upfal, Manfred K. Warmuth: The Parallel Complexity of Scheduling with Precedence Constraints. J. Parallel Distrib. Comput. 3(4): 553-576 (1986)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jakob Gonczarowski, Manfred K. Warmuth: Manipulating Derivation Forests by Scheduling Techniques. Theor. Comput. Sci. 45(1): 87-119 (1986)
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Daniel Ratner, Manfred K. Warmuth: Finding a Shortest Solution for the N × N Extension of the 15-PUZZLE Is Intractable. AAAI 1986: 168-172
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Elias Dahlhaus, Manfred K. Warmuth: Membership for Growing Context Sensitive Grammars is Polynomial. CAAP 1986: 85-99
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Shlomo Moran, Manfred K. Warmuth: Gap Theorems for Distributed Computation. PODC 1986: 131-140
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, Manfred K. Warmuth: Classifying Learnable Geometric Concepts with the Vapnik-Chervonenkis Dimension (Extended Abstract). STOC 1986: 273-282
1985
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Danny Dolev, Manfred K. Warmuth: Scheduling Flat Graphs. SIAM J. Comput. 14(3): 638-657 (1985)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jakob Gonczarowski, Manfred K. Warmuth: Applications of Scheduling Theory to Formal Language Theory. Theor. Comput. Sci. 37: 217-243 (1985)
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Chagit Attiya, Marc Snir, Manfred K. Warmuth: Computing on an Anonymous Ring. PODC 1985: 196-203
1984
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Danny Dolev, Manfred K. Warmuth: Scheduling Precedence Graphs of Bounded Height. J. Algorithms 5(1): 48-59 (1984)
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Manfred K. Warmuth, David Haussler: On the Complexity of Iterated Shuffle. J. Comput. Syst. Sci. 28(3): 345-358 (1984)

Coauthor Index

1Naoki Abe
[j19] [c20] [c18]
2Jacob D. Abernethy (Jacob Abernethy)
[c87] [c86] [c83] [c75]
3Dmitry Adamskiy
[c96]
4Richard J. Anderson
[j12]
5Ismail Ari
[c58]
6Hagit Attiya (Chagit Attiya)
[j9] [c1]
7Peter Auer
[i2] [i1] [j40] [j37] [c37] [c31] [c27]
8Katy S. Azoury
[i3] [j44] [c45]
9Anselm Blumer
[j11] [j8] [c2]
10Hans L. Bodlaender
[j26] [c12]
11Olivier Bousquet
[j48] [c57]
12Scott A. Brandt
[c58]
13Nicolò Cesa-Bianchi
[j35] [j32] [j31] [j22] [c24] [c22]
14Elias Dahlhaus
[j7] [c4]
15Danny Dolev
[j6] [j4] [j2]
16Yinli Dong
[c88]
17Andrzej Ehrenfeucht
[j11] [j8] [c2]
18Sally Floyd
[j27]
19Jürgen Forster
[j50] [j49] [c53] [c50]
20Yoav Freund
[j35] [c38] [j32] [c22]
21Ashutosh Garg
[c63]
22Claudio Gentile
[c43]
23Karen A. Glocer
[c84] [c77]
24Sally A. Goldman
[j28] [c23]
25Jakob Gonczarowski
[j13] [j5] [j3]
26Robert B. Gramacy
[c58]
27Babak Hassibi
[j55]
28Kohei Hatano
[c61]
29David Haussler
[j38] [j35] [c32] [j23] [c22] [j17] [j11] [e1] [c8] [c7] [c6] [j8] [c2] [j1]
30Elad Hazan
[c91] [c90]
31David P. Helmbold
[c95] [j57] [c81] [j47] [j42] [c47] [j35] [j34] [j32] [c36] [j29] [c34] [c28] [c22] [j18] [c21] [j14] [c16] [c13]
32Mark Herbster
[j45] [j39] [c44] [c30] [c27]
33Satyen Kale
[c91] [c90]
34Michael Kearns (Michael J. Kearns, Michael S. Kearns)
[j17] [c8]
35Jyrki Kivinen
[c92] [j55] [j43] [j42] [c48] [c46] [j38] [j37] [j36] [c40] [c33] [c32] [c28] [c26]
36Wouter M. Koolen
[c96] [c95] [c94] [c92]
37Wojciech Kotlowski
[c97] [j59] [c94]
38Anders Krogh
[j22]
39Dima Kuzmin
[j60] [j58] [j56] [c79] [c76] [c72] [c71] [c69] [c68]
40Stephen Kwek
[i2] [c37]
41Paul Lamere
[c62]
42John Langford
[c75]
43Steven Lemm
[c51]
44Christian Lemmen
[j52] [c55]
45Jun Liao
[c73] [j52] [c55]
46Nick Littlestone
[j30] [j25] [j23] [j17] [c19] [c11] [c8] [c7] [c6]
47Philip M. Long
[j31] [j30] [j24] [c24] [c19] [c17]
48Wolfgang Maass
[i2] [j41] [c37] [c29]
49Michael Mathieson
[j52] [c55]
50Ernst W. Mayr
[j12]
51Sebastian Mika
[c56] [c51]
52Shlomo Moran
[j26] [j20] [c12] [c3]
53Klaus-Robert Müller
[c51]
54Takashi Onoda
[c51]
55Sandra Panizza
[j47] [c47]
56Leonard Pitt
[j21] [j16] [c14] [c10] [c9]
57Santosh Putta
[j52]
58Bhiksha Raj
[c62]
59Daniel Ratner
[j15] [c5]
60Ronald L. Rivest
[e1]
61Gunnar Rätsch
[c77] [c73] [j54] [j53] [c65] [j52] [c59] [c56] [c55] [c51]
62Robert E. Schapire
[j35] [j34] [c38] [j33] [c36] [c34] [c25] [c22]
63Bernhard Schölkopf
[e4]
64Barbara B. Simons (Barbara Simons)
[j10]
65Yoram Singer
[c42] [j34] [c38] [c36] [c35] [c34]
66Rita Singh
[c62]
67Robert H. Sloan
[j18] [j14] [c16] [c13]
68Adam M. Smith
[c82]
69Marc Snir
[j9] [c1]
70Jun-ichi Takeuchi
[c20]
71Eiji Takimoto
[j51] [j46] [c60] [c54] [c52] [c49]
72Koji Tsuda
[j54] [c65]
73Eli Upfal
[j6]
74Leslie G. Valiant
[e2]
75S. V. N. Vishwanathan (Vishy Vishwanathan)
[c85] [c84] [c70]
76Feng Ye
[c88]
77Joel Yellin
[c83]
78Shuisheng Zhou
[c97] [c88]

Colors in the list of coauthors

Last update Sun May 19 16:21:36 2013 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page