Small-Variance Asymptotics for Hidden Markov Models. - Anirban Roychowdhury; Ke Jiang; Brian Kulis (NIPS, 2013)

Gamma Processes, Stick-Breaking, and Variational Inference. - Anirban Roychowdhury; Brian Kulis (AISTATS, 2015)

Robust Monte Carlo Sampling using Riemannian Nosé-Poincaré Hamiltonian Dynamics. - Anirban Roychowdhury; Brian Kulis; Srinivasan Parthasarathy 001 (ICML, 2016)

Adaptive Bayesian Sampling with Monte Carlo EM. - Anirban Roychowdhury; Srinivasan Parthasarathy 001 (NIPS, 2017)

Accelerated Stochastic Quasi-Newton Optimization on Riemann Manifolds. - Anirban Roychowdhury; Srinivasan Parthasarathy 001 (CoRR, 2017)