Sayan Mukherjee

2008
19	EE	Angela Distaso, Luca Abatangelo, Rosalia Maglietta, Teresa Maria Creanza, Ada Piepoli, Massimo Carella, Annarita D'Addabbo, Sayan Mukherjee, Nicola Ancona: Statistical Assessment of MSigDB Gene Sets in Colon Cancer. KES (2) 2008: 206-213
18	EE	Qiang Wu, Sayan Mukherjee, Feng Liang: Localized Sliced Inverse Regression. NIPS 2008: 1785-1792
2007
17	EE	Jonathan L. Jesneck, Sayan Mukherjee, Loren W. Nolte, Anna E. Lokshin, Jeffrey R. Marks, Joseph Lo: Decision Fusion of Circulating Markers for Breast Cancer Detection in Premenopausal Women. BIBE 2007: 1434-1438
2006
16	EE	Elena Edelman, Alessandro Porrello, Justin Guinney, Bala Balakumaran, Andrea Bild, Phillip G. Febbo, Sayan Mukherjee: Analysis of sample set enrichment scores: assaying the enrichment of sets of genes for individual samples in genome-wide expression profiles. ISMB (Supplement of Bioinformatics) 2006: 122-116
15	EE	Sayan Mukherjee, Partha Niyogi, Tomaso Poggio, Ryan M. Rifkin: Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization. Adv. Comput. Math. 25(1-3): 161-193 (2006)
14	EE	Sayan Mukherjee, Qiang Wu: Estimation of Gradients and Coordinate Covariation in Classification. Journal of Machine Learning Research 7: 2481-2514 (2006)
13	EE	Sayan Mukherjee, Ding-Xuan Zhou: Learning Coordinate Covariances via Gradients. Journal of Machine Learning Research 7: 519-549 (2006)
2005
12	EE	Polina Golland, Feng Liang, Sayan Mukherjee, Dmitry Panchenko: Permutation Tests for Classification. COLT 2005: 501-515
2003
11		Sayan Mukherjee, Pablo Tamayo, Simon Rogers, Ryan M. Rifkin, Anna Engle, Colin Campbell, Todd R. Golub, Jill P. Mesirov: Estimating Dataset Size Requirements for Classifying DNA Microarray Data. Journal of Computational Biology 10(2): 119-142 (2003)
2002
10	EE	Neelanjan Mukherjee, Sayan Mukherjee: Predicting Signal Peptides with Support Vector Machines. SVM 2002: 1-7
9		Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet, Sayan Mukherjee: Choosing Multiple Parameters for Support Vector Machines. Machine Learning 46(1-3): 131-159 (2002)
2001
8	EE	Leonid Peshkin, Sayan Mukherjee: Bounds on Sample Size for Policy Evaluation in Markov Environments. COLT/EuroCOLT 2001: 616-630
7	EE	Bernd Heisele, Thomas Serre, Sayan Mukherjee, Tomaso Poggio: Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images. CVPR (2) 2001: 18-24
6		Chen-Hsiang Yeang, Sridhar Ramaswamy, Pablo Tamayo, Sayan Mukherjee, Ryan M. Rifkin, Michael Angelo, Michael Reich, Eric S. Lander, Jill P. Mesirov, Todd R. Golub: Molecular classification of multiple tumor types. ISMB (Supplement of Bioinformatics) 2001: 316-322
5	EE	Javid Sadr, Sayan Mukherjee, K. Thoresz, Pawan Sinha: The Fidelity of Local Ordinal Encoding. NIPS 2001: 1279-1286
4	EE	Leonid Peshkin, Sayan Mukherjee: Bounds on sample size for policy evaluation in Markov environments CoRR cs.LG/0105027: (2001)
2000
3	EE	Massimiliano Pontil, Sayan Mukherjee, Federico Girosi: On the Noise Model of Support Vector Machines Regression. ALT 2000: 316-324
2		Jason Weston, Sayan Mukherjee, Olivier Chapelle, Massimiliano Pontil, Tomaso Poggio, Vladimir Vapnik: Feature Selection for SVMs. NIPS 2000: 668-674
1999
1	EE	Vladimir Vapnik, Sayan Mukherjee: Support Vector Method for Multivariate Density Estimation. NIPS 1999: 659-665

Coauthor Index

1	Luca Abatangelo	[19]
2	Nicola Ancona	[19]
3	Michael Angelo	[6]
4	Bala Balakumaran	[16]
5	Andrea Bild	[16]
6	Olivier Bousquet	[9]
7	Colin Campbell	[11]
8	Massimo Carella	[19]
9	Olivier Chapelle	[2] [9]
10	Teresa Maria Creanza	[19]
11	Annarita D'Addabbo	[19]
12	Angela Distaso	[19]
13	Elena Edelman	[16]
14	Anna Engle	[11]
15	Phillip G. Febbo	[16]
16	Federico Girosi	[3]
17	Polina Golland	[12]
18	Todd R. Golub	[6] [11]
19	Justin Guinney	[16]
20	Bernd Heisele	[7]
21	Jonathan L. Jesneck	[17]
22	Eric S. Lander	[6]
23	Feng Liang	[12] [18]
24	Joseph Lo	[17]
25	Anna E. Lokshin	[17]
26	Rosalia Maglietta	[19]
27	Jeffrey R. Marks	[17]
28	Jill P. Mesirov	[6] [11]
29	Neelanjan Mukherjee	[10]
30	Partha Niyogi	[15]
31	Loren W. Nolte	[17]
32	Dmitry Panchenko	[12]
33	Leonid Peshkin	[4] [8]
34	Ada Piepoli	[19]
35	Tomaso Poggio	[2] [7] [15]
36	Massimiliano Pontil	[2] [3]
37	Alessandro Porrello	[16]
38	Sridhar Ramaswamy	[6]
39	Michael Reich	[6]
40	Ryan M. Rifkin	[6] [11] [15]
41	Simon Rogers	[11]
42	Javid Sadr	[5]
43	Thomas Serre	[7]
44	Pawan Sinha	[5]
45	Pablo Tamayo	[6] [11]
46	K. Thoresz	[5]
47	Vladimir Vapnik	[1] [2] [9]
48	Jason Weston	[2]
49	Qiang Wu	[14] [18]
50	Chen-Hsiang Yeang	[6]
51	Ding-Xuan Zhou	[13]

Colors in the list of coauthors