conftrace_

confidence set

26 papers

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Co-occurring keywords

regret bound (1926) conformal prediction (215) multi-armed bandit (1098) online learning (1777) linear bandit (124) hypothesis testing (254) uncertainty quantification (1393) stochastic bandit (98) logistic bandit (8) coverage guarantee (26)

Papers

Predictive Inference with Weak Supervision JMLR 2024
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion AISTATS 2024
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries NIPS 2024
Efficient Conformal Prediction under Data Heterogeneity AISTATS 2024
Asymptotic confidence sets for random linear programs COLT 2023
Bregman Deviations of Generic Exponential Families COLT 2023
Conformalization of Sparse Generalized Linear Models ICML 2023
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets NIPS 2022
Meta-Learning Hypothesis Spaces for Sequential Decision-making ICML 2022
Stable Conformal Prediction Sets ICML 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022
Diffusion Source Identification on Networks with Statistical Confidence ICML 2021
Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP NIPS 2021
Knowing what You Know: valid and validated confidence sets in multiclass and multilabel prediction JMLR 2021
A Novel Confidence-Based Algorithm for Structured Bandits AISTATS 2020
Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting ICML 2020
Active multiple matrix completion with adaptive confidence sets AISTATS 2019
Model-Based Reinforcement Learning Exploiting State-Action Equivalence ACML 2019
Learning Confidence Sets using Support Vector Machines NIPS 2018
Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018
Confidence Sets with Expected Sizes for Multiclass Classification JMLR 2017
Statistical Inference for Cluster Trees NIPS 2016
Implementable confidence sets in high dimensional regression AISTATS 2015
Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits AISTATS 2012
Confidence Sets for Network Structure NIPS 2011