Sayan Mukherjee

	2012
30		Paul Bendich, Bei Wang, Sayan Mukherjee: Local homology transfer and stratification learning. SODA 2012: 1355-1370
29		Sanjay Kumar Palit, Sayan Mukherjee, D. K. Bhattacharya: New types of nonlinear auto-correlations of bivariate data and their applications. Applied Mathematics and Computation 218(17): 8951-8967 (2012)
	2011
28		Justin Guinney, Qiang Wu, Sayan Mukherjee: Estimating variable structure and dependence in multitask learning via gradients. Machine Learning 83(3): 265-287 (2011)
	2010
27		Rosalia Maglietta, Angela Distaso, Ada Piepoli, Orazio Palumbo, Massimo Carella, Annarita D'Addabbo, Sayan Mukherjee, Nicola Ancona: On the reproducibility of results of pathway analysis in genome-wide expression studies of colorectal cancers. Journal of Biomedical Informatics 43(3): 397-406 (2010)
26		Qiang Wu, Justin Guinney, Mauro Maggioni, Sayan Mukherjee: Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence. Journal of Machine Learning Research 11: 2175-2198 (2010)
25		Kai Mao, Feng Liang, Sayan Mukherjee: Supervised Dimension Reduction Using Bayesian Mixture Modeling. Journal of Machine Learning Research - Proceedings Track 9: 501-508 (2010)
	2009
24		Luca Abatangelo, Rosalia Maglietta, Angela Distaso, Annarita D'Addabbo, Teresa Maria Creanza, Sayan Mukherjee, Nicola Ancona: Comparative study of gene set enrichment methods. BMC Bioinformatics 10: 275 (2009)
	2008
23		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
22		Qiang Wu, Sayan Mukherjee, Feng Liang: Localized Sliced Inverse Regression. NIPS 2008: 1785-1792
21		Elena J. Edelman, Justin Guinney, Jen-Tsan Chi, Phillip G. Febbo, Sayan Mukherjee: Modeling Cancer Progression via Pathway Dependencies. PLoS Computational Biology 4(2): (2008)
	2007
20		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
19		Liang Goh, Susan K. Murphy, Sayan Mukherjee, Terrence S. Furey: Genomic sweeping for hypermethylated genes. Bioinformatics 23(3): 281-288 (2007)
18		Natesh S. Pillai, Qiang Wu, Feng Liang, Sayan Mukherjee, Robert L. Wolpert: Characterizing the Function Space for Bayesian Kernel Models. Journal of Machine Learning Research 8: 1769-1797 (2007)
	2006
17		Elena J. 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
16		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)
15		Sayan Mukherjee, Qiang Wu: Estimation of Gradients and Coordinate Covariation in Classification. Journal of Machine Learning Research 7: 2481-2514 (2006)
14		Sayan Mukherjee, Ding-Xuan Zhou: Learning Coordinate Covariances via Gradients. Journal of Machine Learning Research 7: 519-549 (2006)
13		Zhong Wang, Huntington F. Willard, Sayan Mukherjee, Terrence S. Furey: Evidence of Influence of Genomic DNA Sequence on Human X Chromosome Inactivation. PLoS Computational Biology 2(9): (2006)
	2005
12		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		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		Leonid Peshkin, Sayan Mukherjee: Bounds on Sample Size for Policy Evaluation in Markov Environments. COLT/EuroCOLT 2001: 616-630
7		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		Javid Sadr, Sayan Mukherjee, K. Thoresz, Pawan Sinha: The Fidelity of Local Ordinal Encoding. NIPS 2001: 1279-1286
4		Leonid Peshkin, Sayan Mukherjee: Bounds on sample size for policy evaluation in Markov environments CoRR cs.LG/0105027: (2001)
	2000
3		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		Vladimir Vapnik, Sayan Mukherjee: Support Vector Method for Multivariate Density Estimation. NIPS 1999: 659-665

Coauthor Index

1	Luca Abatangelo	[23] [24]
2	Nicola Ancona	[23] [24] [27]
3	Michael Angelo	[6]
4	Bala Balakumaran	[17]
5	Paul Bendich	[30]
6	D. K. Bhattacharya	[29]
7	Andrea Bild	[17]
8	Olivier Bousquet	[9]
9	Colin Campbell	[11]
10	Massimo Carella	[23] [27]
11	Olivier Chapelle	[2] [9]
12	Jen-Tsan Chi	[21]
13	Teresa Maria Creanza	[23] [24]
14	Annarita D'Addabbo	[23] [24] [27]
15	Angela Distaso	[23] [24] [27]
16	Elena J. Edelman	[17] [21]
17	Anna Engle	[11]
18	Phillip G. Febbo	[17] [21]
19	Terrence S. Furey	[13] [19]
20	Federico Girosi	[3]
21	Liang Goh	[19]
22	Polina Golland	[12]
23	Todd R. Golub	[6] [11]
24	Justin Guinney	[17] [21] [26] [28]
25	Bernd Heisele	[7]
26	Jonathan L. Jesneck	[20]
27	Eric S. Lander	[6]
28	Feng Liang	[12] [18] [22] [25]
29	Joseph Lo	[20]
30	Anna E. Lokshin	[20]
31	Mauro Maggioni	[26]
32	Rosalia Maglietta	[23] [24] [27]
33	Kai Mao	[25]
34	Jeffrey R. Marks	[20]
35	Jill P. Mesirov	[6] [11]
36	Neelanjan Mukherjee	[10]
37	Susan K. Murphy	[19]
38	Partha Niyogi	[16]
39	Loren W. Nolte	[20]
40	Sanjay Kumar Palit	[29]
41	Orazio Palumbo	[27]
42	Dmitry Panchenko	[12]
43	Leonid Peshkin	[4] [8]
44	Ada Piepoli	[23] [27]
45	Natesh S. Pillai	[18]
46	Tomaso Poggio	[2] [7] [16]
47	Massimiliano Pontil	[2] [3]
48	Alessandro Porrello	[17]
49	Sridhar Ramaswamy	[6]
50	Michael Reich	[6]
51	Ryan M. Rifkin	[6] [11] [16]
52	Simon Rogers	[11]
53	Javid Sadr	[5]
54	Thomas Serre	[7]
55	Pawan Sinha	[5]
56	Pablo Tamayo	[6] [11]
57	K. Thoresz	[5]
58	Vladimir Vapnik	[1] [2] [9]
59	Bei Wang	[30]
60	Zhong Wang	[13]
61	Jason Weston	[2]
62	Huntington F. Willard	[13]
63	Robert L. Wolpert	[18]
64	Qiang Wu	[15] [18] [22] [26] [28]
65	Chen-Hsiang Yeang	[6]
66	Ding-Xuan Zhou	[14]

Colors in the list of coauthors

Last update Sun Jun 3 16:06:10 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page