Paria, Biswajit

4 publications

ICLR 2022 An Experimental Design Perspective on Model-Based Reinforcement Learning Viraj Mehta, Biswajit Paria, Jeff Schneider, Stefano Ermon, Willie Neiswanger

ICLR 2020 Minimizing FLOPs to Learn Efficient Sparse Representations Biswajit Paria, Chih-Kuan Yeh, Ian E. H. Yen, Ning Xu, Pradeep Ravikumar, Barnabás Póczos

JMLR 2020 Tuning Hyperparameters Without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly Kirthevasan Kandasamy, Karun Raju Vysyaraju, Willie Neiswanger, Biswajit Paria, Christopher R. Collins, Jeff Schneider, Barnabas Poczos, Eric P. Xing

UAI 2019 A Flexible Framework for Multi-Objective Bayesian Optimization Using Random Scalarizations Biswajit Paria, Kirthevasan Kandasamy, Barnabás Póczos