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DBLP keys2009
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Yishay Mansour: The price of uncertainty. ACM Conference on Electronic Commerce 2009: 285-294
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Anupam Gupta: Approximate clustering without the approximation. SODA 2009: 1068-1077
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Yishay Mansour: Improved equilibria via public service advertising. SODA 2009: 728-737
2008
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Yishay Mansour: Item pricing for revenue maximization. ACM Conference on Electronic Commerce 2008: 50-59
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum: Clustering with Interactive Feedback. ALT 2008: 316-328
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Nathan Srebro: Improved Guarantees for Learning via Similarity Functions. COLT 2008: 287-298
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSharath R. Cholleti, Sally A. Goldman, Avrim Blum, David G. Politte, Steven Don: Veritas: Combining Expert Opinions without Labeled Data. ICTAI (1) 2008: 45-52
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShobha Venkataraman, Avrim Blum, Dawn Song: Limits of Learning-based Signature Generation with Adversaries. NDSS 2008
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, MohammadTaghi Hajiaghayi, Katrina Ligett, Aaron Roth: Regret minimization and the price of total anarchy. STOC 2008: 373-382
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Katrina Ligett, Aaron Roth: A learning theory approach to non-interactive database privacy. STOC 2008: 609-618
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Santosh Vempala: A discriminative framework for clustering via similarity functions. STOC 2008: 671-680
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Jason D. Hartline, Yishay Mansour: Reducing mechanism design to algorithm design via machine learning. J. Comput. Syst. Sci. 74(8): 1245-1270 (2008)
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Nathan Srebro: A theory of learning with similarity functions. Machine Learning 72(1-2): 89-112 (2008)
2007
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Abraham, Avrim Blum, Tuomas Sandholm: Clearing algorithms for barter exchange markets: enabling nationwide kidney exchanges. ACM Conference on Electronic Commerce 2007: 295-304
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: A Theory of Similarity Functions for Learning and Clustering. ALT 2007: 9
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Maria-Florina Balcan: Open Problems in Efficient Semi-supervised PAC Learning. COLT 2007: 622-624
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: A Theory of Similarity Functions for Learning and Clustering. Discovery Science 2007: 39
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Amin Coja-Oghlan, Alan M. Frieze, Shuheng Zhou: Separating Populations with Wide Data: A Spectral Analysis. ISAAC 2007: 439-451
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, T.-H. Hubert Chan, MohammadTaghi Hajiaghayi: A Theory of Loss-Leaders: Making Money by Pricing Below Cost. WINE 2007: 293-299
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Gábor Lugosi, Hans-Ulrich Simon: Introduction to the special issue on COLT 2006. Machine Learning 69(2-3): 75-77 (2007)
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Shuchi Chawla, David R. Karger, Terran Lane, Adam Meyerson, Maria Minkoff: Approximation Algorithms for Orienteering and Discounted-Reward TSP. SIAM J. Comput. 37(2): 653-670 (2007)
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum: Mechanism design, machine learning, and pricing problems. SIGecom Exchanges 7(1): 34-36 (2007)
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum: Approximation Algorithms and Online Mechanisms for Item Pricing. Theory of Computing 3(1): 179-195 (2007)
2006
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum: Approximation algorithms and online mechanisms for item pricing. ACM Conference on Electronic Commerce 2006: 29-35
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum: On a theory of learning with similarity functions. ICML 2006: 73-80
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Eyal Even-Dar, Katrina Ligett: Routing without regret: on convergence to nash equilibria of regret-minimizing algorithms in routing games. PODC 2006: 45-52
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Tuomas Sandholm, Martin Zinkevich: Online algorithms for market clearing. J. ACM 53(5): 845-879 (2006)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Santosh Vempala: Kernels as features: On kernels, margins, and low-dimensional mappings. Machine Learning 65(1): 79-94 (2006)
2005
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum: A PAC-Style Model for Learning from Labeled and Unlabeled Data. COLT 2005: 111-126
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Yishay Mansour: From External to Internal Regret. COLT 2005: 621-636
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Jason D. Hartline, Yishay Mansour: Mechanism Design via Machine Learning. FOCS 2005: 605-614
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShobha Venkataraman, Dawn Xiaodong Song, Phillip B. Gibbons, Avrim Blum: New Streaming Algorithms for Fast Detection of Superspreaders. NDSS 2005
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Cynthia Dwork, Frank McSherry, Kobbi Nissim: Practical privacy: the SuLQ framework. PODS 2005: 128-138
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Random Projection, Margins, Kernels, and Feature-Selection. SLSFS 2005: 52-68
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Jason D. Hartline: Near-optimal online auctions. SODA 2005: 1156-1163
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYossi Azar, Avrim Blum, David P. Bunde, Yishay Mansour: Combining Online Algorithms for Acceptance and Rejection. Theory of Computing 1(1): 105-117 (2005)
2004
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Santosh Vempala: On Kernels, Margins, and Low-Dimensional Mappings. ALT 2004: 194-205
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLH. Brendan McMahan, Avrim Blum: Online Geometric Optimization in the Bandit Setting Against an Adaptive Adversary. COLT 2004: 109-123
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, John D. Lafferty, Mugizi Robert Rwebangira, Rajashekar Reddy: Semi-supervised learning using randomized mincuts. ICML 2004
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria-Florina Balcan, Avrim Blum, Ke Yang: Co-Training and Expansion: Towards Bridging Theory and Practice. NIPS 2004
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Dawn Xiaodong Song, Shobha Venkataraman: Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds. RAID 2004: 258-277
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNikhil Bansal, Avrim Blum, Shuchi Chawla, Adam Meyerson: Approximation algorithms for deadline-TSP and vehicle routing with time-windows. STOC 2004: 166-174
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Jeffrey C. Jackson, Tuomas Sandholm, Martin Zinkevich: Preference Elicitation and Query Learning. Journal of Machine Learning Research 5: 649-667 (2004)
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNikhil Bansal, Avrim Blum, Shuchi Chawla: Correlation Clustering. Machine Learning 56(1-3): 89-113 (2004)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Vijay Kumar, Atri Rudra, Felix Wu: Online learning in online auctions. Theor. Comput. Sci. 324(2-3): 137-146 (2004)
2003
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Zinkevich, Avrim Blum, Tuomas Sandholm: On polynomial-time preference elicitation with value queries. ACM Conference on Electronic Commerce 2003: 176-185
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Jeffrey C. Jackson, Tuomas Sandholm, Martin Zinkevich: Preference Elicitation and Query Learning. COLT 2003: 13-25
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, John Langford: PAC-MDL Bounds. COLT 2003: 344-357
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Learning a Function of r Relevant Variables. COLT 2003: 731-733
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNikhil Bansal, Avrim Blum, Shuchi Chawla, Kedar Dhamdhere: Scheduling for Flow-Time with Admission Control. ESA 2003: 43-54
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Machine Learning: My Favorite Results, Directions, and Open Problems. FOCS 2003: 2-
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Shuchi Chawla, David R. Karger, Terran Lane, Adam Meyerson, Maria Minkoff: Approximation Algorithms for Orienteering and Discounted-Reward TSP. FOCS 2003: 46-55
87no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLH. Brendan McMahan, Geoffrey J. Gordon, Avrim Blum: Planning in the Presence of Cost Functions Controlled by an Adversary. ICML 2003: 536-543
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKe Yang, Avrim Blum: On Statistical Query Sampling and NMR Quantum Computing. IEEE Conference on Computational Complexity 2003: 194-
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Vijay Kumar, Atri Rudra, Felix Wu: Online learning in online auctions. SODA 2003: 202-204
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYossi Azar, Avrim Blum, Yishay Mansour: Combining online algorithms for rejection and acceptance. SPAA 2003: 159-163
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNikhil Bansal, Avrim Blum, Shuchi Chawla, Adam Meyerson: Online oblivious routing. SPAA 2003: 44-49
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Shuchi Chawla, Adam Kalai: Static Optimality and Dynamic Search-Optimality in Lists and Trees. Algorithmica 36(3): 249-260 (2003)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ke Yang: On Statistical Query Sampling and NMR Quantum Computing Electronic Colloquium on Computational Complexity (ECCC) 10(014): (2003)
80no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Tauman Kalai, Jon M. Kleinberg: Admission Control to Minimize Rejections. Internet Mathematics 1(2): (2003)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai, Hal Wasserman: Noise-tolerant learning, the parity problem, and the statistical query model. J. ACM 50(4): 506-519 (2003)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Langford, Avrim Blum: Microchoice Bounds and Self Bounding Learning Algorithms. Machine Learning 51(2): 165-179 (2003)
2002
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNikhil Bansal, Avrim Blum, Shuchi Chawla: Correlation Clustering. FOCS 2002: 238-
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Shuchi Chawla, Adam Kalai: Static optimality and dynamic search-optimality in lists and trees. SODA 2002: 1-8
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, John Dunagan: Smoothed analysis of the perceptron algorithm for linear programming. SODA 2002: 905-914
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Tuomas Sandholm, Martin Zinkevich: Online algorithms for market clearing. SODA 2002: 971-980
2001
73no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Shuchi Chawla: Learning from Labeled and Unlabeled Data using Graph Mincuts. ICML 2001: 19-26
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai, Jon M. Kleinberg: Admission Control to Minimize Rejections. WADS 2001: 155-164
2000
71no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph O'Sullivan, John Langford, Rich Caruana, Avrim Blum: FeatureBoost: A Meta-Learning Algorithm that Improves Model Robustness. ICML 2000: 703-710
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai, Hal Wasserman: Noise-tolerant learning, the parity problem, and the statistical query model. STOC 2000: 435-440
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai, Hal Wasserman: Noise-Tolerant Learning, the Parity Problem, and the Statistical Query Model CoRR cs.LG/0010022: (2000)
68no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Carl Burch: On-line Learning and the Metrical Task System Problem. Machine Learning 39(1): 35-58 (2000)
67no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani: An Online Algorithm for Improving Performance in Navigation. SIAM J. Comput. 29(6): 1907-1938 (2000)
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Howard J. Karloff, Yuval Rabani, Michael E. Saks: A Decomposition Theorem for Task Systems and Bounds for Randomized Server Problems. SIAM J. Comput. 30(5): 1624-1661 (2000)
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Goran Konjevod, R. Ravi, Santosh Vempala: Semi-definite relaxations for minimum bandwidth and other vertex-ordering problems. Theor. Comput. Sci. 235(1): 25-42 (2000)
1999
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai, John Langford: Beating the Hold-Out: Bounds for K-fold and Progressive Cross-Validation. COLT 1999: 203-208
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Langford, Avrim Blum: Microchoice Bounds and Self Bounding Learning Algorithms. COLT 1999: 209-214
62no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, John Langford: Probabilistic Planning in the Graphplan Framework. ECP 1999: 319-332
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Carl Burch, Adam Kalai: Finely-Competitive Paging. FOCS 1999: 450-458
60no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, R. Ravi, Santosh Vempala: A Constant-Factor Approximation Algorithm for the k-MST Problem. J. Comput. Syst. Sci. 58(1): 101-108 (1999)
59no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai: Universal Portfolios With and Without Transaction Costs. Machine Learning 35(3): 193-205 (1999)
1998
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Tom M. Mitchell: Combining Labeled and Unlabeled Sata with Co-Training. COLT 1998: 92-100
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Carl Burch, John Langford: On Learning Monotone Boolean Functions. FOCS 1998: 408-415
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Goran Konjevod, R. Ravi, Santosh Vempala: Semi-Definite Relaxations for Minimum Bandwidth and other Vertex-Ordering Problems. STOC 1998: 100-105
55no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Alan M. Frieze, Ravi Kannan, Santosh Vempala: A Polynomial-Time Algorithm for Learning Noisy Linear Threshold Functions. Algorithmica 22(1/2): 35-52 (1998)
54no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani, Sally A. Goldman, Donna K. Slonim: Learning with Unreliable Boundary Queries. J. Comput. Syst. Sci. 56(2): 209-222 (1998)
53no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai: A Note on Learning from Multiple-Instance Examples. Machine Learning 30(1): 23-29 (1998)
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHoward Aizenstein, Avrim Blum, Roni Khardon, Eyal Kushilevitz, Leonard Pitt, Dan Roth: On Learning Read-k-Satisfy-j DNF. SIAM J. Comput. 27(6): 1515-1530 (1998)
51no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBaruch Awerbuch, Yossi Azar, Avrim Blum, Santosh Vempala: New Approximation Guarantees for Minimum-Weight k-Trees and Prize-Collecting Salesmen. SIAM J. Comput. 28(1): 254-262 (1998)
50no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph S. B. Mitchell, Avrim Blum, Prasad Chalasani, Santosh Vempala: A Constant-Factor Approximation Algorithm for the Geometric k-MST Problem in the Plane. SIAM J. Comput. 28(3): 771-781 (1998)
1997
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Adam Kalai: Universal Portfolios With and Without Transaction Costs. COLT 1997: 309-313
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Carl Burch: On-line Learning and the Metrical Task System Problem. COLT 1997: 45-53
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYair Bartal, Avrim Blum, Carl Burch, Andrew Tomkins: A polylog(n)-Competitive Algorithm for Metrical Task Systems. STOC 1997: 711-719
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Merrick L. Furst: Fast Planning Through Planning Graph Analysis. Artif. Intell. 90(1-2): 281-300 (1997)
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Pat Langley: Selection of Relevant Features and Examples in Machine Learning. Artif. Intell. 97(1-2): 245-271 (1997)
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, David R. Karger: An Õ(n^{3/14})-Coloring Algorithm for 3-Colorable Graphs. Inf. Process. Lett. 61(1): 49-53 (1997)
43no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ravindran Kannan: Learning an Intersection of a Constant Number of Halfspaces over a Uniform Distribution. J. Comput. Syst. Sci. 54(2): 371-380 (1997)
42no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Empirical Support for Winnow and Weighted-Majority Algorithms: Results on a Calendar Scheduling Domain. Machine Learning 26(1): 5-23 (1997)
41no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prabhakar Raghavan, Baruch Schieber: Navigating in Unfamiliar Geometric Terrain. SIAM J. Comput. 26(1): 110-137 (1997)
1996
40no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Alan M. Frieze, Ravi Kannan, Santosh Vempala: A Polynomial-Time Algorithm for Learning Noisy Linear Threshold Functions. FOCS 1996: 330-338
39no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: On-line Algorithms in Machine Learning. Online Algorithms 1996: 306-325
38no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPiotr Berman, Avrim Blum, Amos Fiat, Howard J. Karloff, Adi Rosén, Michael E. Saks: Randomized Robot Navigation Algorithms. SODA 1996: 75-84
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, R. Ravi, Santosh Vempala: A Constant-factor Approximation Algorithm for the k MST Problem (Extended Abstract). STOC 1996: 442-448
1995
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani, Sally A. Goldman, Donna K. Slonim: Learning with Unreliable Boundary Queries. COLT 1995: 98-107
35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Empirical Support for Winnow and Weighted-Majority Based Algorithms: Results on a Calendar Scheduling Domain. ICML 1995: 64-72
34no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Merrick L. Furst: Fast Planning Through Planning Graph Analysis. IJCAI 1995: 1636-1642
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBaruch Awerbuch, Yossi Azar, Avrim Blum, Santosh Vempala: Improved approximation guarantees for minimum-weight k-trees and prize-collecting salesmen. STOC 1995: 277-283
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani, Santosh Vempala: A constant-factor approximation for the k-MST problem in the plane. STOC 1995: 294-302
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Joel Spencer: Coloring Random and Semi-Random k-Colorable Graphs. J. Algorithms 19(2): 204-234 (1995)
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Lisa Hellerstein, Nick Littlestone: Learning in the Presence of Finitely or Infinitely Many Irrelevant Attributes. J. Comput. Syst. Sci. 50(1): 32-40 (1995)
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Steven Rudich: Fast Learning of k-Term DNF Formulas with Queries. J. Comput. Syst. Sci. 51(3): 367-373 (1995)
1994
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Roni Khardon, Eyal Kushilevitz, Leonard Pitt, Dan Roth: On Learning Read-k-Satisfy-j DNF. COLT 1994: 110-117
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani, Don Coppersmith, William R. Pulleyblank, Prabhakar Raghavan, Madhu Sudan: The minimum latency problem. STOC 1994: 163-171
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Merrick L. Furst, Jeffrey C. Jackson, Michael J. Kearns, Yishay Mansour, Steven Rudich: Weakly learning DNF and characterizing statistical query learning using Fourier analysis. STOC 1994: 253-262
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: New Approximation Algorithms for Graph Coloring. J. ACM 41(3): 470-516 (1994)
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ming Li, John Tromp, Mihalis Yannakakis: Linear Approximation of Shortest Superstrings. J. ACM 41(4): 630-647 (1994)
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Separating Distribution-Free and Mistake-Bound Learning Models over the Boolean Domain. SIAM J. Comput. 23(5): 990-1000 (1994)
1993
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani, Jeffrey C. Jackson: On Learning Embedded Symmetric Concepts. COLT 1993: 337-346
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Merrick L. Furst, Michael J. Kearns, Richard J. Lipton: Cryptographic Primitives Based on Hard Learning Problems. CRYPTO 1993: 278-291
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani: An On-Line Algorithm for Improving Performance in Navigation FOCS 1993: 2-11
19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ravi Kannan: Learning an Intersection of k Halfspaces over a Uniform Distribution FOCS 1993: 312-320
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ronald L. Rivest: Training a 3-Node Neural Network is NP-Complete. Machine Learning: From Theory to Applications 1993: 9-28
1992
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prasad Chalasani: Learning Switching Concepts. COLT 1992: 231-242
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Howard J. Karloff, Yuval Rabani, Michael E. Saks: A Decomposition Theorem and Bounds for Randomized Server Problems FOCS 1992: 197-207
15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Steven Rudich: Fast Learning of k-Term DNF Formulas with Queries STOC 1992: 382-389
14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Rank-r Decision Trees are a Subclass of r-Decision Lists. Inf. Process. Lett. 42(4): 183-185 (1992)
13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Learning Boolean Functions in an Infinite Attribute Space. Machine Learning 9: 373-386 (1992)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ronald L. Rivest: Training a 3-node neural network is NP-complete. Neural Networks 5(1): 117-127 (1992)
1991
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Lisa Hellerstein, Nick Littlestone: Learning in the Presence of Finitely or Infinitely Many Irrelevant Attributes. COLT 1991: 157-166
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Tao Jiang, Ming Li, John Tromp, Mihalis Yannakakis: Linear Approximation of Shortest Superstrings STOC 1991: 328-336
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Prabhakar Raghavan, Baruch Schieber: Navigating in Unfamiliar Geometric Terrain (Preliminary Version) STOC 1991: 494-504
1990
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Mona Singh: Learning Functions of k Terms. COLT 1990: 144-153
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Separating PAC and Mistake-Bound Learning Models Over the Boolean Domain (Abstract). COLT 1990: 393
6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Separating Distribution-Free and Mistake-Bound Learning Models over the Boolean Domain FOCS 1990: 211-218
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Some Tools for Approximate 3-Coloring (Extended Abstract) FOCS 1990: 554-562
4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: Learning Boolean Functions in an Infinite Atribute Space (Extended Abstract) STOC 1990: 64-72
1989
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum: An \tildeO(n^0.4)-Approximation Algorithm for 3-Coloring (and Improved Approximation Algorithm for k-Coloring) STOC 1989: 535-542
1988
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ronald L. Rivest: Training a 3-Node Neural Network is NP-Complete. COLT 1988: 9-18
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvrim Blum, Ronald L. Rivest: Training a 3-Node Neural Network is NP-Complete. NIPS 1988: 494-501

Coauthor Index

1David J. Abraham [126]
2Howard Aizenstein [52]
3Baruch Awerbuch [33] [51]
4Yossi Azar [33] [51] [84] [104]
5Maria-Florina Balcan (Maria-Florina Popa) [100] [103] [109] [111] [112] [115] [116] [117] [118] [121] [124] [127] [128] [129] [134] [135] [136] [137] [138] [139]
6Nikhil Bansal [77] [83] [90] [96] [98]
7Yair Bartal [47]
8Piotr Berman [38]
9David P. Bunde [104]
10Carl Burch [47] [48] [57] [61] [68]
11Rich Caruana [71]
12Prasad Chalasani [17] [20] [22] [27] [32] [36] [50] [54] [67]
13T.-H. Hubert Chan (Hubert T.-H. Chan) [121]
14Shuchi Chawla [73] [76] [77] [82] [83] [88] [90] [96] [98] [119]
15Sharath R. Cholleti [133]
16Amin Coja-Oghlan [122]
17Don Coppersmith [27]
18Kedar Dhamdhere [90]
19Steven Don [133]
20John Dunagan [75]
21Cynthia Dwork [107]
22Eyal Even-Dar [114]
23Amos Fiat [38]
24Alan M. Frieze [40] [55] [122]
25Merrick L. Furst [21] [26] [34] [46]
26Phillip B. Gibbons [108]
27Sally A. Goldman [36] [54] [133]
28Geoffrey J. Gordon [87]
29Anupam Gupta [138]
30Mohammad Taghi Hajiaghayi (MohammadTaghi Hajiaghayi) [121] [131]
31Jason D. Hartline [105] [109] [128]
32Lisa Hellerstein [11] [30]
33Jeffrey C. Jackson [22] [26] [93] [97]
34Tao Jiang [10]
35Adam Tauman Kalai (Adam Kalai) [49] [53] [59] [61] [64] [69] [70] [72] [76] [79] [80] [82]
36Ravi Kannan (Ravindran Kannan) [19] [40] [43] [55]
37David R. Karger [44] [88] [119]
38Howard J. Karloff [16] [38] [66]
39Michael J. Kearns [21] [26]
40Roni Khardon [28] [52]
41Jon M. Kleinberg [72] [80]
42Goran Konjevod [56] [65]
43Vijay Kumar [85] [95]
44Eyal Kushilevitz [28] [52]
45John D. Lafferty [101]
46Terran Lane [88] [119]
47John Langford [57] [62] [63] [64] [71] [78] [92]
48Pat Langley [45]
49Ming Li [10] [24]
50Katrina Ligett [114] [130] [131]
51Richard J. Lipton [21]
52Nick Littlestone [11] [30]
53Gábor Lugosi [120]
54Yishay Mansour [26] [84] [104] [109] [110] [128] [136] [137] [139]
55H. Brendan McMahan [87] [102]
56Frank McSherry [107]
57Adam Meyerson [83] [88] [98] [119]
58Maria Minkoff [88] [119]
59Joseph S. B. Mitchell [50]
60Tom M. Mitchell [58]
61Kobbi Nissim [107]
62Joseph O'Sullivan [71]
63Leonard Pitt [28] [52]
64David G. Politte [133]
65William R. Pulleyblank [27]
66Yuval Rabani [16] [66]
67Prabhakar Raghavan [9] [27] [41]
68R. Ravi [37] [56] [60] [65]
69Rajashekar Reddy [101]
70Ronald L. Rivest [1] [2] [12] [18]
71Adi Rosén [38]
72Aaron Roth [130] [131]
73Dan Roth [28] [52]
74Steven Rudich [15] [26] [29]
75Atri Rudra [85] [95]
76Mugizi Robert Rwebangira [101]
77Michael E. Saks [16] [38] [66]
78Tuomas Sandholm [74] [93] [94] [97] [113] [126]
79Baruch Schieber [9] [41]
80Hans-Ulrich Simon [120]
81Mona Singh [8]
82Donna K. Slonim [36] [54]
83Dawn Xiaodong Song (Dawn Song) [99] [108] [132]
84Joel H. Spencer (Joel Spencer) [31]
85Nathan Srebro [127] [134]
86Madhu Sudan [27]
87Andrew Tomkins [47]
88John Tromp [10] [24]
89Santosh Vempala [32] [33] [37] [40] [50] [51] [55] [56] [60] [65] [103] [112] [129]
90Shobha Venkataraman [99] [108] [132]
91Hal Wasserman [69] [70] [79]
92Felix Wu [85] [95]
93Ke Yang [81] [86] [100]
94Mihalis Yannakakis [10] [24]
95Shuheng Zhou [122]
96Martin Zinkevich [74] [93] [94] [97] [113]

Copyright © Sat Nov 7 19:26:18 2009 by Michael Ley (ley@uni-trier.de)