Publications tagged "Optimization"


Toward Provably Unbiased Temporal-Difference Value Estimation

Roy Fox

Optimization Foundations for Reinforcement Learning workshop (OPTRL @ NeurIPS), 2019

Multi-Task Learning via Task Multi-Clustering

Andy Yan, Xin Wang, Ion Stoica, Joseph Gonzalez, and Roy Fox

Adaptive & Multitask Learning workshop (AMTL @ ICML), 2019

An Empirical Exploration of Gradient Correlations in Deep Learning

Daniel Rothchild, Roy Fox, Noah Golmant, Joseph Gonzalez, Michael Mahoney, Kai Rothauge, Ion Stoica, and Zhewei Yao

Integration of Deep Learning Theories workshop (DLT @ NeurIPS), 2018