Online Learning with Unknown Constraints

6 March 2024

Papers citing "Online Learning with Unknown Constraints"

10 / 10 papers shown

Title
Contextual Bandits with Stage-wise Constraints Aldo Pacchiano Mohammad Ghavamzadeh Peter L. Bartlett 37 9 0 15 Jan 2024
Selective Sampling and Imitation Learning via Online Regression Ayush Sekhari Karthik Sridharan Wen Sun Runzhe Wu 45 9 0 11 Jul 2023
Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning Lukas Brunke Melissa Greeff Adam W. Hall Zhaocong Yuan Siqi Zhou Jacopo Panerati Angela P. Schoellig OffRL 66 632 0 13 Aug 2021
Learning with User-Level Privacy Daniel Levy Ziteng Sun Kareem Amin Satyen Kale Alex Kulesza M. Mohri A. Suresh FedML 88 91 0 23 Feb 2021
Decentralized Multi-Agent Linear Bandits with Safety Constraints Sanae Amani Christos Thrampoulidis 33 10 0 01 Dec 2020
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles Dylan J. Foster Alexander Rakhlin 371 213 0 12 Feb 2020
Safe Linear Thompson Sampling with Side Information Ahmadreza Moradipari Sanae Amani M. Alizadeh Christos Thrampoulidis 148 44 0 06 Nov 2019
Practical Contextual Bandits with Regression Oracles Dylan J. Foster Alekh Agarwal Miroslav Dudík Haipeng Luo Robert Schapire 395 127 0 03 Mar 2018
Online Nonparametric Regression Alexander Rakhlin Karthik Sridharan 181 101 0 11 Feb 2014
Relative Loss Bounds for On-line Density Estimation with the Exponential Family of Distributions Katy S. Azoury Manfred K. Warmuth 167 325 0 23 Jan 2013