conftrace_

finite-sample bound

10 papers

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Co-occurring keywords

off-policy learning (228) maximum influence perturbation (1) inverse hessian vector product (2) statistical bound (7) least squares estimator (11) compression function (1) martingale concentration (5) orlicz norm (3) minimax learning (4) pessimism principle (9)

Papers

Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies AAAI 2026

Influence Diagnostics under Self-concordance AISTATS 2023

Compression, Generalization and Learning JMLR 2023

Optimal Estimation of Policy Gradient via Double Fitted Iteration ICML 2022

Dimension-free empirical entropy estimation NIPS 2021

Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators NIPS 2021

Orlicz Random Fourier Features JMLR 2020

A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020

Minimax Learning of Ergodic Markov Chains ALT 2019

Value-Aware Loss Function for Model-based Reinforcement Learning AISTATS 2017