PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits

25 October 2022

Papers citing "PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits"

19 / 19 papers shown

Title
A Unified Regularization Approach to High-Dimensional Generalized Tensor Bandits Jiannan Li Yiyang Yang Shaojie Tang Yao Wang 204 0 0 18 Jan 2025
Nearly Optimal Algorithms for Level Set Estimation Blake Mason Romain Camilleri Subhojyoti Mukherjee Kevin Jamieson Robert D. Nowak Lalit P. Jain 53 23 0 02 Nov 2021
High-Dimensional Experimental Design and Kernel Bandits Romain Camilleri Julian Katz-Samuels Kevin Jamieson 47 56 0 12 May 2021
High-Dimensional Sparse Linear Bandits Botao Hao Tor Lattimore Mengdi Wang 78 62 0 08 Nov 2020
Design of $c$ -Optimal Experiments for High dimensional Linear Models Hamid Eftekhari Moulinath Banerjee Yaácov Ritov 67 2 0 23 Oct 2020
Sparsity-Agnostic Lasso Bandit Min Hwan Oh G. Iyengar A. Zeevi 48 45 0 16 Jul 2020
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis V. Sivakumar Zhiwei Steven Wu A. Banerjee 37 22 0 26 Feb 2020
Doubly-Robust Lasso Bandit Gi-Soo Kim M. Paik 71 62 0 26 Jul 2019
Sequential Experimental Design for Transductive Linear Bandits Tanner Fiez Lalit P. Jain Kevin Jamieson Lillian J. Ratliff 72 108 0 20 Jun 2019
Mean estimation and regression under heavy-tailed distributions--a survey Gabor Lugosi S. Mendelson 98 242 0 10 Jun 2019
Semi-Parametric Efficient Policy Learning with Continuous Actions Mert Demirer Vasilis Syrgkanis Greg Lewis Victor Chernozhukov OffRL 110 51 0 24 May 2019
On tight bounds for the Lasso Sara van de Geer 34 18 0 03 Apr 2018
The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime Max Simchowitz Kevin Jamieson Benjamin Recht 128 66 0 16 Feb 2017
Best-Arm Identification in Linear Bandits Marta Soare A. Lazaric Rémi Munos 65 178 0 22 Sep 2014
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 240 768 0 13 Jun 2013
Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit Alexandra Carpentier Rémi Munos 80 102 0 18 May 2012
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 339 697 0 23 Mar 2011
Challenging the empirical mean and empirical variance: a deviation study O. Catoni 169 463 0 10 Sep 2010
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 459 2,951 0 28 Feb 2010