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Time-uniform, nonparametric, nonasymptotic confidence sequences

18 October 2018

Papers citing "Time-uniform, nonparametric, nonasymptotic confidence sequences"

50 / 65 papers shown

Title
Anytime-valid, Bayes-assisted,Prediction-Powered Inference Valentin Kilian Stefano Cortinovis François Caron 40 0 0 23 May 2025
Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optimal Stopping David Snyder Asher Hancock Apurva Badithela Emma Dixon Patrick Miller Rares Andrei Ambrus Anirudha Majumdar Masha Itkina Haruki Nishimura OffRL 200 1 0 14 Mar 2025
Constrained Linear Thompson Sampling Aditya Gangrade Venkatesh Saligrama 79 0 0 03 Mar 2025
Post-detection inference for sequential changepoint localization Aytijhya Saha Aaditya Ramdas 121 0 0 10 Feb 2025
An Auditing Test To Detect Behavioral Shift in Language Models Leo Richter Xuanli He Pasquale Minervini Matt J. Kusner 92 0 0 25 Oct 2024
Second Order Bounds for Contextual Bandits with Function Approximation Aldo Pacchiano 278 5 0 24 Sep 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 124 5 0 14 Aug 2024
Precision-based designs for sequential randomized experiments Mattias Nordin Maarten Schultzberg 91 0 0 06 May 2024
The numeraire e-variable and reverse information projection Martin Larsson Aaditya Ramdas Johannes Ruf 91 13 0 29 Feb 2024
Time-Uniform Confidence Spheres for Means of Random Vectors Ben Chugg Hongjian Wang Aaditya Ramdas 203 5 0 14 Nov 2023
On the near-optimality of betting confidence sets for bounded means S. Shekhar Aaditya Ramdas 65 9 0 02 Oct 2023
Anytime-valid inference in N-of-1 trials Ivana Malenica Yongyi Guo Kyra Gan Stefan Konigorski 46 1 0 13 Sep 2023
AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents Timothée Mathieu R. D. Vecchia Alena Shilova M. Centa Hector Kohler Odalric-Ambrym Maillard Philippe Preux 38 0 0 19 Jun 2023
The extended Ville's inequality for nonintegrable nonnegative supermartingales Hongjian Wang Aaditya Ramdas 84 7 0 03 Apr 2023
Semi-parametric inference based on adaptively collected data Licong Lin K. Khamaru Martin J. Wainwright OffRL 82 7 0 05 Mar 2023
The E-Posterior Peter D. Grünwald UQCV 112 18 0 03 Jan 2023
Near-Optimal Non-Parametric Sequential Tests and Confidence Sequences with Possibly Dependent Observations Aurélien F. Bibaut Nathan Kallus Michael Lindon 63 11 0 29 Dec 2022
Sequential Kernelized Independence Testing Aleksandr Podkopaev Patrick Blobaum S. Kasiviswanathan Aaditya Ramdas 98 21 0 14 Dec 2022
Always Valid Risk Monitoring for Online Matrix Completion ChiHua Wang Wenjie Li CLL 77 1 0 18 Nov 2022
Parameter-free Regret in High Probability with Heavy Tails Jiujia Zhang Ashok Cutkosky 75 20 0 25 Oct 2022
Anytime-valid off-policy inference for contextual bandits Ian Waudby-Smith Lili Wu Aaditya Ramdas Nikos Karampatziakis Paul Mineiro OffRL 119 30 0 19 Oct 2022
Game-theoretic statistics and safe anytime-valid inference Aaditya Ramdas Peter Grünwald V. Vovk Glenn Shafer 114 130 0 04 Oct 2022
Best Arm Identification with Contextual Information under a Small Gap Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 71 2 0 15 Sep 2022
Risk-aware linear bandits with convex loss Patrick Saux Odalric-Ambrym Maillard 54 2 0 15 Sep 2022
Efficiency of nonparametric e-tests V. Vovk Ruodu Wang 53 5 0 18 Aug 2022
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints Justin Whitehouse Zhiwei Steven Wu Aaditya Ramdas Ryan M. Rogers 74 10 0 15 Jun 2022
Safety Aware Changepoint Detection for Piecewise i.i.d. Bandits Subhojyoti Mukherjee 39 1 0 27 May 2022
Multi-disciplinary fairness considerations in machine learning for clinical trials Isabel Chien Nina Deliu Richard Turner Adrian Weller S. Villar Niki Kilbertus FaML 71 23 0 18 May 2022
Making SGD Parameter-Free Y. Carmon Oliver Hinder 96 47 0 04 May 2022
Faster online calibration without randomization: interval forecasts and the power of two choices Chirag Gupta Aaditya Ramdas 60 4 0 27 Apr 2022
E-values as unnormalized weights in multiple testing Nikolaos Ignatiadis Ruodu Wang Aaditya Ramdas 131 24 0 26 Apr 2022
Fully Adaptive Composition in Differential Privacy Justin Whitehouse Aaditya Ramdas Ryan M. Rogers Zhiwei Steven Wu 98 42 0 10 Mar 2022
A composite generalization of Ville's martingale theorem Johannes Ruf Martin Larsson Wouter M. Koolen Aaditya Ramdas 115 14 0 09 Mar 2022
Catoni-style confidence sequences for heavy-tailed mean estimation Hongjian Wang Aaditya Ramdas 126 32 0 02 Feb 2022
Almost Optimal Variance-Constrained Best Arm Identification Yunlong Hou Vincent Y. F. Tan Zixin Zhong 74 13 0 25 Jan 2022
Bregman Deviations of Generic Exponential Families Sayak Ray Chowdhury Patrick Saux Odalric-Ambrym Maillard Aditya Gopalan 67 12 0 18 Jan 2022
Optimal Best Arm Identification in Two-Armed Bandits with a Fixed Budget under a Small Gap Masahiro Kato Kaito Ariu Masaaki Imaizumi and Masahiro Nomura Chao Qin 95 3 0 12 Jan 2022
Dueling RL: Reinforcement Learning with Trajectory Preferences Aldo Pacchiano Aadirupa Saha Jonathan Lee 106 90 0 08 Nov 2021
Online Selective Classification with Limited Feedback Aditya Gangrade Anil Kag Ashok Cutkosky Venkatesh Saligrama 74 5 0 27 Oct 2021
Tight Concentrations and Confidence Sequences from the Regret of Universal Portfolio Francesco Orabona Kwang-Sung Jun 118 42 0 27 Oct 2021
Tracking the risk of a deployed model and detecting harmful distribution shifts Aleksandr Podkopaev Aaditya Ramdas 121 27 0 12 Oct 2021
Comparing Sequential Forecasters Yo Joong Choe Aaditya Ramdas AI4TS 137 12 0 30 Sep 2021
Near-optimal inference in adaptive linear regression K. Khamaru Y. Deshpande Tor Lattimore Lester W. Mackey Martin J. Wainwright 80 17 0 05 Jul 2021
Neural Active Learning with Performance Guarantees Pranjal Awasthi Christoph Dann Claudio Gentile Ayush Sekhari Zhilei Wang 56 22 0 06 Jun 2021
On the Theory of Reinforcement Learning with Once-per-Episode Feedback Niladri S. Chatterji Aldo Pacchiano Peter L. Bartlett Michael I. Jordan OffRL 83 26 0 29 May 2021
Off-policy Confidence Sequences Nikos Karampatziakis Paul Mineiro Aaditya Ramdas OffRL 78 16 0 18 Feb 2021
Testing exchangeability: fork-convexity, supermartingales, and e-processes Aaditya Ramdas Johannes Ruf Martin Larsson Wouter M. Koolen 168 64 0 01 Feb 2021
Sequential causal inference in a single world of connected units Aurélien F. Bibaut M. Petersen N. Vlassis Maria Dimakopoulou Mark van der Laan CML OffRL 74 10 0 18 Jan 2021
Anytime-Valid Inference for Multinomial Count Data Michael Lindon Alan Malek 52 19 0 06 Nov 2020
Optimal Change-Point Detection and Localization Nicolas Verzélen M. Fromont M. Lerasle Patricia Reynaud-Bouret 62 45 0 22 Oct 2020