Sayan Mukherjee

Sayan Mukherjee
  • Professor of Statistical Science
  • Professor of Mathematics (Joint)
  • Professor in the Department of Computer Science (Secondary)
External address: 112 Old Chemistry Building, 90251, Durham, NC 27708
Internal office address: Duke Box 90251, Durham, NC 27710
Phone: (919) 684-4608

Research Areas and Keywords

Biological Modeling
quantitative genetics, statistical genetics
Computational Mathematics
machine learning
Geometry: Differential & Algebraic
topological data analysis
PDE & Dynamical Systems
dynamical systems
stochastic topology, Bayesian statistics, probability
Signals, Images & Data
machine learning, Bayesian statistics
stochastic topology, topological data analysis

Singleton, KR, Crawford, L, Tsui, E, Manchester, HE, Maertens, O, Liu, X, Liberti, MV, Magpusao, AN, Stein, EM, Tingley, JP, Frederick, DT, Boland, GM, Flaherty, KT, McCall, SJ, Krepler, C, Sproesser, K, Herlyn, M, Adams, DJ, Locasale, JW, Cichowski, K, Mukherjee, S, and Wood, KC. "Melanoma Therapeutic Strategies that Select against Resistance by Exploiting MYC-Driven Evolutionary Convergence." Cell reports 21.10 (December 2017): 2796-2812. Full Text

Darnell, G, Georgiev, S, Mukherjee, S, and Engelhardt, BE. "Adaptive randomized dimension reduction on massive data." Journal of Machine Learning Research 18 (November 1, 2017).

Duke researchers are teaching computers to compose new classical music in the style of Romantic-era composers like Chopin and Beethoven.

Not yet. Robot composer good at emulating short snippets, but still hasn’t mastered melody read more »