Research Interest

• Topic models

• Bayesian inference and theory

• Scalable algorithms

• Spatio-temporal data

• Bayesian nonparametrics

• Bandits

• Differential privacy

Publications

1. Sunrit Chakraborty, Aritra Guha, Rayleigh Lei, XuanLong Nguyen (2023). Scalable nonparametric Bayesian learning for dynamic velocity fields (Accepted in UAI 2023)

2. Sunrit Chakraborty, Saptarshi Roy, Ambuj Tewari (2022). Thompson Sampling for High-Dimensional Sparse Linear Contextual Bandits (Accepted in ICML 2023)