Roderick, Melrose

3 publications

NeurIPSW 2022 Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation Melrose Roderick, Felix Berkenkamp, Fatemeh Sheikholeslami, J Zico Kolter

AISTATS 2021 Provably Safe PAC-MDP Exploration Using Analogies Melrose Roderick, Vaishnavh Nagarajan, Zico Kolter

ICLR 2021 Enforcing Robust Control Guarantees Within Neural Network Policies Priya L. Donti, Melrose Roderick, Mahyar Fazlyab, J Zico Kolter