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 | 2012 | |
|---|---|---|
| j15 |      | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Algorithms for Learning Kernels Based on Centered Alignment. Journal of Machine Learning Research 13: 795-828 (2012) |
| c40 | | Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic: Accuracy at the Top. NIPS 2012: 962-970 |
| i6 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Ensembles of Kernel Predictors. CoRR abs/1202.3712 (2012) |
| i5 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Algorithms for Learning Kernels Based on Centered Alignment. CoRR abs/1203.0550 (2012) |
| i4 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: L2 Regularization for Learning Kernels. CoRR abs/1205.2653 (2012) |
| 2011 | ||
| j14 | | Cyril Allauzen, Corinna Cortes, Mehryar Mohri: A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels. Int. J. Found. Comput. Sci. 22(8): 1761-1779 (2011) |
| c39 | | |
| c38 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Ensembles of Kernel Predictors. UAI 2011: 145-152 |
| 2010 | ||
| j13 | | Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri: Half Transductive Ranking. Journal of Machine Learning Research - Proceedings Track 9: 49-56 (2010) |
| j12 | | Corinna Cortes, Mehryar Mohri, Ameet Talwalkar: On the Impact of Kernel Approximation on Learning Accuracy. Journal of Machine Learning Research - Proceedings Track 9: 113-120 (2010) |
| c37 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Two-Stage Learning Kernel Algorithms. ICML 2010: 239-246 |
| c36 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Generalization Bounds for Learning Kernels. ICML 2010: 247-254 |
| c35 | | Corinna Cortes, Yishay Mansour, Mehryar Mohri: Learning Bounds for Importance Weighting. NIPS 2010: 442-450 |
| c34 | | Cyril Allauzen, Corinna Cortes, Mehryar Mohri: Large-Scale Training of SVMs with Automata Kernels. CIAA 2010: 17-27 |
| 2009 | ||
| c33 | | |
| c32 | | Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri: Polynomial Semantic Indexing. NIPS 2009: 64-72 |
| c31 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Learning Non-Linear Combinations of Kernels. NIPS 2009: 396-404 |
| c30 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: L2 Regularization for Learning Kernels. UAI 2009: 109-116 |
| i3 | | Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability Analysis and Learning Bounds for Transductive Regression Algorithms. CoRR abs/0904.0814 (2009) |
| i2 | | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: New Generalization Bounds for Learning Kernels. CoRR abs/0912.3309 (2009) |
| 2008 | ||
| j11 | | Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley: On the Computation of the Relative Entropy of Probabilistic Automata. Int. J. Found. Comput. Sci. 19(1): 219-242 (2008) |
| j10 | | Leonid Kontorovich, Corinna Cortes, Mehryar Mohri: Kernel methods for learning languages. Theor. Comput. Sci. 405(3): 223-236 (2008) |
| c29 | | Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh: Sample Selection Bias Correction Theory. ALT 2008: 38-53 |
| c28 | | |
| c27 | | Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability of transductive regression algorithms. ICML 2008: 176-183 |
| i1 | | Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh: Sample Selection Bias Correction Theory. CoRR abs/0805.2775 (2008) |
| 2007 | ||
| j9 | | Corinna Cortes, Mehryar Mohri, Ashish Rastogi: LP Distance and Equivalence of Probabilistic Automata. Int. J. Found. Comput. Sci. 18(4): 761-779 (2007) |
| c26 | | Corinna Cortes, Leonid Kontorovich, Mehryar Mohri: Learning Languages with Rational Kernels. COLT 2007: 349-364 |
| c25 | | Corinna Cortes, Mehryar Mohri, Ashish Rastogi: Magnitude-preserving ranking algorithms. ICML 2007: 169-176 |
| c24 | | Corinna Cortes, Mehryar Mohri, Ashish Rastogi: An Alternative Ranking Problem for Search Engines. WEA 2007: 1-22 |
| 2006 | ||
| c23 | | Leonid Kontorovich, Corinna Cortes, Mehryar Mohri: Learning Linearly Separable Languages. ALT 2006: 288-303 |
| c22 | | Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley: Efficient Computation of the Relative Entropy of Probabilistic Automata. LATIN 2006: 323-336 |
| c21 | | |
| c20 | | Corinna Cortes, Mehryar Mohri, Ashish Rastogi: On the Computation of Some Standard Distances Between Probabilistic Automata. CIAA 2006: 137-149 |
| 2005 | ||
| j8 | | Corinna Cortes, Mehryar Mohri: Moment Kernels for Regular Distributions. Machine Learning 60(1-3): 117-134 (2005) |
| c19 | | Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire: Margin-Based Ranking Meets Boosting in the Middle. COLT 2005: 63-78 |
| c18 | | Corinna Cortes, Mehryar Mohri, Jason Weston: A general regression technique for learning transductions. ICML 2005: 153-160 |
| 2004 | ||
| j7 | | Corinna Cortes, Patrick Haffner, Mehryar Mohri: Rational Kernels: Theory and Algorithms. Journal of Machine Learning Research 5: 1035-1062 (2004) |
| j6 | | Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers, Frederick Smith: Hancock: A language for analyzing transactional data streams. ACM Trans. Program. Lang. Syst. 26(2): 301-338 (2004) |
| c17 | | |
| c16 | | |
| 2003 | ||
| c15 | | Corinna Cortes, Patrick Haffner, Mehryar Mohri: Positive Definite Rational Kernels. COLT 2003: 41-56 |
| c14 | | Corinna Cortes, Patrick Haffner, Mehryar Mohri: Weighted automata kernels - general framework and algorithms. INTERSPEECH 2003 |
| c13 | | |
| 2002 | ||
| j5 | | Corinna Cortes, Daryl Pregibon, Chris Volinsky: Communities of interest. Intell. Data Anal. 6(3): 211-219 (2002) |
| c12 | | |
| 2001 | ||
| j4 | | Corinna Cortes, Daryl Pregibon: Signature-Based Methods for Data Streams. Data Min. Knowl. Discov. 5(3): 167-182 (2001) |
| c11 | | |
| 2000 | ||
| j3 | | Corinna Cortes, Mehryar Mohri: Context-Free Recognition with Weighted Automata. Grammars 3(2/3): 133-150 (2000) |
| c10 | | Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers: Hancock: a language for extracting signatures from data streams. KDD 2000: 9-17 |
| 1999 | ||
| c9 | | William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon: Squashing Flat Files Flatter. KDD 1999: 6-15 |
| c8 | | Corinna Cortes, Daryl Pregibon: Information Mining Platforms: An Infrastructure for KDD Rapid Deployment. KDD 1999: 327-331 |
| 1998 | ||
| c7 | | |
| 1995 | ||
| j2 | | |
| c6 | | Corinna Cortes, Harris Drucker, Dennis Hoover, Vladimir Vapnik: Capacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates. KDD 1995: 51-56 |
| c5 | | Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang: Limits on Learning Machine Accuracy Imposed by Data Quality. KDD 1995: 57-62 |
| c4 | | |
| 1994 | ||
| j1 | | Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Ensemble Methods. Neural Computation 6(6): 1289-1301 (1994) |
| c3 |  | Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Machine Learning Algorithms. ICML 1994: 53-61 |
| c2 | | Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang: Limits in Learning Machine Accuracy Imposed by Data Quality. NIPS 1994: 239-246 |
| 1993 | ||
| c1 | | Corinna Cortes, Lawrence D. Jackel, Sara A. Solla, Vladimir Vapnik, John S. Denker: Learning Curves: Asymptotic Values and Rate of Convergence. NIPS 1993: 327-334 |
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