Approximations of Geometrically Ergodic Reversible Markov Chains
Get full text
Paper
Journal Article
Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics
Negrea, Jeffrey, Yang, Jun, Feng, Haoyue, Roy, Daniel M, Huggins, Jonathan H
Year of Publication 25.07.2022
Year of Publication 25.07.2022
Get full text
Journal Article
Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers
Negrea, Jeffrey, Bilodeau, Blair, Campolongo, Nicolò, Orabona, Francesco, Roy, Daniel M
Year of Publication 27.10.2021
Year of Publication 27.10.2021
Get full text
Journal Article
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
Haghifam, Mahdi, Negrea, Jeffrey, Khisti, Ashish, Roy, Daniel M, Dziugaite, Gintare Karolina
Year of Publication 27.04.2020
Year of Publication 27.04.2020
Get full text
Journal Article
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
Negrea, Jeffrey, Haghifam, Mahdi, Dziugaite, Gintare Karolina, Khisti, Ashish, Roy, Daniel M
Year of Publication 05.11.2019
Year of Publication 05.11.2019
Get full text
Journal Article