Corinna Cortes

2009
40	EE	Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability Analysis and Learning Bounds for Transductive Regression Algorithms CoRR abs/0904.0814: (2009)
2008
39	EE	Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh: Sample Selection Bias Correction Theory. ALT 2008: 38-53
38	EE	Corinna Cortes, Mehryar Mohri: Learning with Weighted Transducers. FSMNLP 2008: 14-22
37	EE	Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability of transductive regression algorithms. ICML 2008: 176-183
36	EE	Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh: Sample Selection Bias Correction Theory CoRR abs/0805.2775: (2008)
35	EE	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)
34	EE	Leonid Kontorovich, Corinna Cortes, Mehryar Mohri: Kernel methods for learning languages. Theor. Comput. Sci. 405(3): 223-236 (2008)
2007
33	EE	Corinna Cortes, Leonid Kontorovich, Mehryar Mohri: Learning Languages with Rational Kernels. COLT 2007: 349-364
32	EE	Corinna Cortes, Mehryar Mohri, Ashish Rastogi: Magnitude-preserving ranking algorithms. ICML 2007: 169-176
31	EE	Corinna Cortes, Mehryar Mohri, Ashish Rastogi: An Alternative Ranking Problem for Search Engines. WEA 2007: 1-22
30	EE	Corinna Cortes, Mehryar Mohri, Ashish Rastogi: LP Distance and Equivalence of Probabilistic Automata. Int. J. Found. Comput. Sci. 18(4): 761-779 (2007)
2006
29	EE	Leonid Kontorovich, Corinna Cortes, Mehryar Mohri: Learning Linearly Separable Languages. ALT 2006: 288-303
28	EE	Corinna Cortes, Mehryar Mohri, Ashish Rastogi: On the Computation of Some Standard Distances Between Probabilistic Automata. CIAA 2006: 137-149
27	EE	Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley: Efficient Computation of the Relative Entropy of Probabilistic Automata. LATIN 2006: 323-336
26	EE	Corinna Cortes, Mehryar Mohri: On Transductive Regression. NIPS 2006: 305-312
2005
25	EE	Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire: Margin-Based Ranking Meets Boosting in the Middle. COLT 2005: 63-78
24	EE	Corinna Cortes, Mehryar Mohri, Jason Weston: A general regression technique for learning transductions. ICML 2005: 153-160
23	EE	Corinna Cortes, Mehryar Mohri: Moment Kernels for Regular Distributions. Machine Learning 60(1-3): 117-134 (2005)
2004
22	EE	Corinna Cortes, Mehryar Mohri: Distribution kernels based on moments of counts. ICML 2004
21	EE	Corinna Cortes, Mehryar Mohri: Confidence Intervals for the Area Under the ROC Curve. NIPS 2004
20	EE	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)
19	EE	Corinna Cortes, Patrick Haffner, Mehryar Mohri: Rational Kernels: Theory and Algorithms. Journal of Machine Learning Research 5: 1035-1062 (2004)
2003
18	EE	Corinna Cortes, Patrick Haffner, Mehryar Mohri: Positive Definite Rational Kernels. COLT 2003: 41-56
17	EE	Corinna Cortes, Mehryar Mohri: AUC Optimization vs. Error Rate Minimization. NIPS 2003
2002
16	EE	Corinna Cortes, Patrick Haffner, Mehryar Mohri: Rational Kernels. NIPS 2002: 601-608
15	EE	Corinna Cortes, Daryl Pregibon, Chris Volinsky: Communities of interest. Intell. Data Anal. 6(3): 211-219 (2002)
2001
14	EE	Corinna Cortes, Daryl Pregibon, Chris Volinsky: Communities of Interest. IDA 2001: 105-114
13		Corinna Cortes, Daryl Pregibon: Signature-Based Methods for Data Streams. Data Min. Knowl. Discov. 5(3): 167-182 (2001)
2000
12	EE	Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers: Hancock: a language for extracting signatures from data streams. KDD 2000: 9-17
11		Corinna Cortes, Mehryar Mohri: Context-Free Recognition with Weighted Automata. Grammars 3(2/3): 133-150 (2000)
1999
10	EE	Corinna Cortes, Daryl Pregibon: Information Mining Platforms: An Infrastructure for KDD Rapid Deployment. KDD 1999: 327-331
9	EE	William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon: Squashing Flat Files Flatter. KDD 1999: 6-15
1998
8		Corinna Cortes, Daryl Pregibon: Giga-Mining. KDD 1998: 174-178
1995
7		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
6		Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang: Limits on Learning Machine Accuracy Imposed by Data Quality. KDD 1995: 57-62
5	EE	Harris Drucker, Corinna Cortes: Boosting Decision Trees. NIPS 1995: 479-485
4		Corinna Cortes, Vladimir Vapnik: Support-Vector Networks. Machine Learning 20(3): 273-297 (1995)
1994
3		Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik: Boosting and Other Machine Learning Algorithms. ICML 1994: 53-61
2	EE	Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang: Limits in Learning Machine Accuracy Imposed by Data Quality. NIPS 1994: 239-246
1993
1	EE	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	Wan-Ping Chiang	[2] [6]
2	John S. Denker	[1]
3	Harris Drucker	[3] [5] [7]
4	William DuMouchel	[9]
5	Kathleen Fisher	[12] [20]
6	Patrick Haffner	[16] [18] [19]
7	Dennis Hoover	[7]
8	Lawrence D. Jackel	[1] [2] [3] [6]
9	Theodore Johnson (Ted Johnson)	[9]
10	Leonid Kontorovich	[29] [33] [34]
11	Yann LeCun	[3]
12	Mehryar Mohri	[11] [16] [17] [18] [19] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40]
13	Dmitry Pechyony	[37] [40]
14	Daryl Pregibon	[8] [9] [10] [12] [13] [14] [15] [20]
15	Ashish Rastogi	[27] [28] [30] [31] [32] [35] [37] [40]
16	Michael Riley	[27] [35] [36] [39]
17	Anne Rogers	[12] [20]
18	Afshin Rostamizadeh	[36] [39]
19	Cynthia Rudin	[25]
20	Robert E. Schapire	[25]
21	Frederick Smith	[20]
22	Sara A. Solla	[1]
23	Vladimir Vapnik	[1] [3] [4] [7]
24	Chris Volinsky	[9] [14] [15]
25	Jason Weston	[24]