Concentration Inequalities for Statistical Inference

24 February 2025

Papers citing "Concentration Inequalities for Statistical Inference"

31 / 31 papers shown

Title
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 67 0 0 22 Feb 2025
Learning Dynamical Systems by Leveraging Data from Similar Systems Lei Xin Lintao Ye G. Chiu S. Sundaram 41 10 0 20 Jan 2025
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection Qian Shao Jiangrui Kang Qiyuan Chen Zepeng Li Hongxia Xu Yiwen Cao Jiajuan Liang Jian Wu 28 0 0 18 Sep 2024
Sampling effects on Lasso estimation of drift functions in high-dimensional diffusion processes Chiara Amorino Francisco Pina M. Podolskij 23 1 0 16 Aug 2024
Matching-Based Policy Learning Xuqiao Li Ying Yan OffRL 24 0 0 11 Jul 2024
Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks Fanghui Liu L. Dadi V. Cevher 79 2 0 29 Apr 2024
Zero-Inflated Bandits Haoyu Wei Runzhe Wan Lei Shi Rui Song 42 0 0 25 Dec 2023
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression Ilias Diakonikolas Daniel M. Kane Ankit Pensia Thanasis Pittas 27 2 0 04 Dec 2023
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks Behrad Moniri Donghwan Lee Hamed Hassani Edgar Dobriban MLT 40 19 0 11 Oct 2023
Experimental Designs for Heteroskedastic Variance Justin Weltz Tanner Fiez Alex Volfovsky Eric B. Laber Blake Mason Houssam Nassif Lalit P. Jain 24 3 0 06 Oct 2023
Tight Non-asymptotic Inference via Sub-Gaussian Intrinsic Moment Norm Huiming Zhang Haoyu Wei Guang Cheng 24 1 0 13 Mar 2023
Multiplier Bootstrap-based Exploration Runzhe Wan Haoyu Wei B. Kveton R. Song 16 2 0 03 Feb 2023
Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity Shixiong Wang Haowei Wang Xinke Li Jean Honorio OOD 65 1 0 31 Jan 2023
Distribution Estimation of Contaminated Data via DNN-based MoM-GANs Fang Xie Lihu Xu Qiuran Yao Huiming Zhang 11 0 0 28 Dec 2022
IPProtect: protecting the intellectual property of visual datasets during data valuation Gursimran Singh Chendi Wang Ahnaf Tazwar Lanjun Wang Yong Zhang 14 0 0 22 Dec 2022
Distributional Robustness Bounds Generalization Errors Shixiong Wang Haowei Wang OOD 27 4 0 20 Dec 2022
Optimization on Manifolds via Graph Gaussian Processes Hwanwoo Kim D. Sanz-Alonso Ruiyi Yang 32 2 0 20 Oct 2022
Concentration inequalities of MLE and robust MLE Xiaowei Yang Xinqiao Liu Haoyu Wei 14 1 0 17 Oct 2022
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions Gholamali Aminian Saeed Masiha Laura Toni M. Rodrigues 17 7 0 02 Oct 2022
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study Yongtao Wu Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos V. Cevher 28 10 0 16 Sep 2022
Asymptotic theory in network models with covariates and a growing number of node parameters Q. Wang Yuan Zhang T. Yan 26 1 0 20 Jul 2022
Distributed Differential Privacy in Multi-Armed Bandits Sayak Ray Chowdhury Xingyu Zhou 25 12 0 12 Jun 2022
High-dimensional Inference and FDR Control for Simulated Markov Random Fields Haoyu Wei Xiaoyu Lei Yixin Han Huiming Zhang 17 0 0 11 Feb 2022
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm Yuheng Bu Gholamali Aminian Laura Toni Miguel R. D. Rodrigues G. Wornell 9 14 0 02 Nov 2021
Asymptotic in a class of network models with an increasing sub-Gamma degree sequence Jing Luo Haoyu Wei Xiaoyu Lei J. Guo 20 0 0 02 Nov 2021
Heterogeneous Overdispersed Count Data Regressions via Double Penalized Estimations Shaomin Li Haoyu Wei Xiaoyu Lei 29 5 0 07 Oct 2021
Directional FDR Control for Sub-Gaussian Sparse GLMs Chang Cui Jinzhu Jia Yijun Xiao Huiming Zhang 13 4 0 02 May 2021
Sharper Sub-Weibull Concentrations Huiming Zhang Haoyu Wei 28 17 0 04 Feb 2021
Non-asymptotic Optimal Prediction Error for Growing-dimensional Partially Functional Linear Models Huiming Zhang Xiaoyu Lei 13 1 0 10 Sep 2020
Sparse Density Estimation with Measurement Errors Xiaowei Yang Huiming Zhang Haoyu Wei Shouzheng Zhang 18 3 0 14 Nov 2019
Concentration of quadratic forms under a Bernstein moment assumption Pierre C. Bellec 31 21 0 25 Jan 2019