Corinna Cortes

	2012
59		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Ensembles of Kernel Predictors CoRR abs/1202.3712: (2012)
58		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Algorithms for Learning Kernels Based on Centered Alignment CoRR abs/1203.0550: (2012)
57		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Algorithms for Learning Kernels Based on Centered Alignment. Journal of Machine Learning Research 13: 795-828 (2012)
	2011
56		Corinna Cortes, Mehryar Mohri: Domain Adaptation in Regression. ALT 2011: 308-323
55		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Ensembles of Kernel Predictors. UAI 2011: 145-152
54		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)
	2010
53		Cyril Allauzen, Corinna Cortes, Mehryar Mohri: Large-Scale Training of SVMs with Automata Kernels. CIAA 2010: 17-27
52		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Two-Stage Learning Kernel Algorithms. ICML 2010: 239-246
51		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Generalization Bounds for Learning Kernels. ICML 2010: 247-254
50		Corinna Cortes, Yishay Mansour, Mehryar Mohri: Learning Bounds for Importance Weighting. NIPS 2010: 442-450
49		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)
48		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)
	2009
47		Corinna Cortes: Invited talk: Can learning kernels help performance? ICML 2009: 161
46		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: Learning Non-Linear Combinations of Kernels. NIPS 2009: 396-404
45		Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri: Polynomial Semantic Indexing. NIPS 2009: 64-72
44		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: L2 Regularization for Learning Kernels. UAI 2009: 109-116
43		Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability Analysis and Learning Bounds for Transductive Regression Algorithms CoRR abs/0904.0814: (2009)
42		Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh: New Generalization Bounds for Learning Kernels CoRR abs/0912.3309: (2009)
	2008
41		Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh: Sample Selection Bias Correction Theory. ALT 2008: 38-53
40		Corinna Cortes, Mehryar Mohri: Learning with Weighted Transducers. FSMNLP 2008: 14-22
39		Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability of transductive regression algorithms. ICML 2008: 176-183
38		Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh: Sample Selection Bias Correction Theory CoRR abs/0805.2775: (2008)
37		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)
36		Leonid Kontorovich, Corinna Cortes, Mehryar Mohri: Kernel methods for learning languages. Theor. Comput. Sci. 405(3): 223-236 (2008)
	2007
35		Corinna Cortes, Leonid Kontorovich, Mehryar Mohri: Learning Languages with Rational Kernels. COLT 2007: 349-364
34		Corinna Cortes, Mehryar Mohri, Ashish Rastogi: Magnitude-preserving ranking algorithms. ICML 2007: 169-176
33		Corinna Cortes, Mehryar Mohri, Ashish Rastogi: An Alternative Ranking Problem for Search Engines. WEA 2007: 1-22
32		Corinna Cortes, Mehryar Mohri, Ashish Rastogi: LP Distance and Equivalence of Probabilistic Automata. Int. J. Found. Comput. Sci. 18(4): 761-779 (2007)
	2006
31		Leonid Kontorovich, Corinna Cortes, Mehryar Mohri: Learning Linearly Separable Languages. ALT 2006: 288-303
30		Corinna Cortes, Mehryar Mohri, Ashish Rastogi: On the Computation of Some Standard Distances Between Probabilistic Automata. CIAA 2006: 137-149
29		Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley: Efficient Computation of the Relative Entropy of Probabilistic Automata. LATIN 2006: 323-336
28		Corinna Cortes, Mehryar Mohri: On Transductive Regression. NIPS 2006: 305-312
	2005
27		Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire: Margin-Based Ranking Meets Boosting in the Middle. COLT 2005: 63-78
26		Corinna Cortes, Mehryar Mohri, Jason Weston: A general regression technique for learning transductions. ICML 2005: 153-160
25		Corinna Cortes, Mehryar Mohri: Moment Kernels for Regular Distributions. Machine Learning 60(1-3): 117-134 (2005)
	2004
24		Corinna Cortes, Mehryar Mohri: Distribution kernels based on moments of counts. ICML 2004
23		Corinna Cortes, Mehryar Mohri: Confidence Intervals for the Area Under the ROC Curve. NIPS 2004
22		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)
21		Corinna Cortes, Patrick Haffner, Mehryar Mohri: Rational Kernels: Theory and Algorithms. Journal of Machine Learning Research 5: 1035-1062 (2004)
	2003
20		Corinna Cortes, Patrick Haffner, Mehryar Mohri: Positive Definite Rational Kernels. COLT 2003: 41-56
19		Corinna Cortes, Patrick Haffner, Mehryar Mohri: Weighted automata kernels - general framework and algorithms. INTERSPEECH 2003
18		Corinna Cortes, Mehryar Mohri: AUC Optimization vs. Error Rate Minimization. NIPS 2003
	2002
17		Corinna Cortes, Patrick Haffner, Mehryar Mohri: Rational Kernels. NIPS 2002: 601-608
16		Corinna Cortes, Daryl Pregibon, Chris Volinsky: Communities of interest. Intell. Data Anal. 6(3): 211-219 (2002)
	2001
15		Corinna Cortes, Daryl Pregibon, Chris Volinsky: Communities of Interest. IDA 2001: 105-114
14		Corinna Cortes, Daryl Pregibon: Signature-Based Methods for Data Streams. Data Min. Knowl. Discov. 5(3): 167-182 (2001)
	2000
13		Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers: Hancock: a language for extracting signatures from data streams. KDD 2000: 9-17
12		Corinna Cortes, Mehryar Mohri: Context-Free Recognition with Weighted Automata. Grammars 3(2/3): 133-150 (2000)
	1999
11		Corinna Cortes, Daryl Pregibon: Information Mining Platforms: An Infrastructure for KDD Rapid Deployment. KDD 1999: 327-331
10		William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon: Squashing Flat Files Flatter. KDD 1999: 6-15
	1998
9		Corinna Cortes, Daryl Pregibon: Giga-Mining. KDD 1998: 174-178
	1995
8		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
7		Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang: Limits on Learning Machine Accuracy Imposed by Data Quality. KDD 1995: 57-62
6		Harris Drucker, Corinna Cortes: Boosting Decision Trees. NIPS 1995: 479-485
5		Corinna Cortes, Vladimir Vapnik: Support-Vector Networks. Machine Learning 20(3): 273-297 (1995)
	1994
4		Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Machine Learning Algorithms. ICML 1994: 53-61
3		Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang: Limits in Learning Machine Accuracy Imposed by Data Quality. NIPS 1994: 239-246
2		Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Ensemble Methods. Neural Computation 6(6): 1289-1301 (1994)
	1993
1		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

Coauthor Index

1	Cyril Allauzen	[53] [54]
2	Bing Bai	[45] [48]
3	Wan-Ping Chiang	[3] [7]
4	Ronan Collobert	[45] [48]
5	John S. Denker	[1]
6	Harris Drucker	[2] [4] [6] [8]
7	William DuMouchel	[10]
8	Kathleen Fisher	[13] [22]
9	David Grangier	[45] [48]
10	Patrick Haffner	[17] [19] [20] [21]
11	Dennis Hoover	[8]
12	Lawrence D. Jackel	[1] [2] [3] [4] [7]
13	Theodore Johnson (Ted Johnson)	[10]
14	Leonid Kontorovich	[31] [35] [36]
15	Yann LeCun	[2] [4]
16	Yishay Mansour	[50]
17	Mehryar Mohri	[12] [17] [18] [19] [20] [21] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] [48] [49] [50] [51] [52] [53] [54] [55] [56] [57] [58] [59]
18	Dmitry Pechyony	[39] [43]
19	Daryl Pregibon	[9] [10] [11] [13] [14] [15] [16] [22]
20	Yanjun Qi	[45]
21	Ashish Rastogi	[29] [30] [32] [33] [34] [37] [39] [43]
22	Michael Riley (Michael D. Riley)	[29] [37] [38] [41]
23	Anne Rogers	[13] [22]
24	Afshin Rostamizadeh	[38] [41] [42] [44] [46] [51] [52] [55] [57] [58] [59]
25	Cynthia Rudin	[27]
26	Kunihiko Sadamasa	[45]
27	Robert E. Schapire	[27]
28	Frederick Smith	[22]
29	Sara A. Solla	[1]
30	Ameet Talwalkar	[49]
31	Vladimir Vapnik	[1] [2] [4] [5] [8]
32	Chris Volinsky	[10] [15] [16]
33	Jason Weston	[26] [45] [48]

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page