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Papers
Diffusion Source Identification on Networks with Statistical Confidence
ICML 2021
Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP
NeurIPS 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
NeurIPS 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
NeurIPS 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
NeurIPS 2011
Improved Algorithms for Linear Stochastic Bandits
NeurIPS 2011