- Professor in the Department of Statistical Science
- Professor in Biostatistics and Bioinformatics (Secondary)
- Professor in the Department of Computer Science (Secondary)
- Professor of Mathematics (Secondary)
Research Areas and Keywords
Geometry: Differential & Algebraic
PDE & Dynamical Systems
Signals, Images & Data
Snyder-Mackler, N, Majoros, WH, Yuan, ML, Shaver, AO, Gordon, JB, Kopp, GH, Schlebusch, SA, Wall, JD, Alberts, SC, Mukherjee, S, Zhou, X, and Tung, J. "Efficient Genome-Wide Sequencing and Low-Coverage Pedigree Analysis from Noninvasively Collected Samples." Genetics 203.2 (June 2016): 699-714. Full Text
Zhao, S, Gao, C, Mukherjee, S, and Engelhardt, BE. "Bayesian group factor analysis with structured sparsity." Journal of Machine Learning Research 17 (April 1, 2016): 1-47.
Galinsky, KJ, Bhatia, G, Loh, PR, Georgiev, S, Mukherjee, S, Patterson, NJ, and Price, AL. "Fast Principal-Component Analysis Reveals Convergent Evolution of ADH1B in Europe and East Asia." American journal of human genetics 98.3 (March 2016): 456-472. Full Text
Stewart, L, MacLean, EL, Ivy, D, Woods, V, Cohen, E, Rodriguez, K, McIntyre, M, Mukherjee, S, Call, J, Kaminski, J, Miklósi, Á, Wrangham, RW, and Hare, B. "Citizen Science as a New Tool in Dog Cognition Research." PloS one 10.9 (January 2015): e0135176-. Full Text Open Access Copy
Peshkin, L, and Mukherjee, S. "Bounds on sample size for policy evaluation in Markov environments." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2111 (January 1, 2001): 616-629.
McGoff, K, Mukherjee, S, and Pillai, NS. "Statistical inference for dynamical systems: a review."
Munch, E, Turner, K, Bendich, P, Mukherjee, S, Mattingly, J, and Harer, J. "Probabilistic Fréchet Means for Time Varying Persistence Diagrams." Full Text Open Access Copy
Mukherjee, N, and Mukherjee, S. "Predicting signal peptides with support vector machines." January 1, 2002. Full Text
Pontil, M, Mukherjee, S, and Girosi, F. "On the noise model of support vector machines regression." January 1, 2000.