1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
On Leave-One-Out Conditional Mutual Information For Generalization
Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar +2
We derive information theoretic generalization bounds for supervised learning algorithms based on a new measure of leave-one-out conditional mutual information (loo-CMI). Contrary…
stat.ML2021★ 1 cited
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes
Qin Lu, Georgios B. Giannakis
Value function approximation is a crucial module for policy evaluation in reinforcement learning when the state space is large or continuous. The present paper takes a generative p…