Anirban Roychowdhury

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 4

Top Topics

Variance Reduction

Monte Carlo Methods

Variational Inference

Importance Sampling

Top Venues

Publications

Anirban Roychowdhury, Srinivasan Parthasarathy
Adaptive Bayesian Sampling with Monte Carlo EM. NIPS (2017)
Anirban Roychowdhury, Srinivasan Parthasarathy
Adaptive Bayesian Sampling with Monte Carlo EM. CoRR (2017)
Anirban Roychowdhury, Srinivasan Parthasarathy
Accelerated Stochastic Quasi-Newton Optimization on Riemann Manifolds. CoRR (2017)
Anirban Roychowdhury, Brian Kulis, Srinivasan Parthasarathy
Robust Monte Carlo Sampling using Riemannian Nosé-Poincaré Hamiltonian Dynamics. ICML (2016)
Anirban Roychowdhury, Brian Kulis
Gamma Processes, Stick-Breaking, and Variational Inference. AISTATS (2015)
Anirban Roychowdhury, Brian Kulis
Gamma Processes, Stick-Breaking, and Variational Inference. CoRR (2014)
Anirban Roychowdhury, Ke Jiang, Brian Kulis
Small-Variance Asymptotics for Hidden Markov Models. NIPS (2013)