Adapting to Continuous Covariate Shift via Online Density Ratio Estimation

6 February 2023

Papers citing "Adapting to Continuous Covariate Shift via Online Density Ratio Estimation"

11 / 11 papers shown

Title
Unconstrained Dynamic Regret via Sparse Coding Zhiyu Zhang Ashok Cutkosky I. Paschalidis 74 7 0 31 Jan 2023
Estimating and Explaining Model Performance When Both Covariates and Labels Shift Lingjiao Chen Matei A. Zaharia James Zou 42 17 0 18 Sep 2022
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits Haipeng Luo Mengxiao Zhang Peng Zhao Zhi Zhou 58 17 0 12 Feb 2022
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi Zhou 50 83 0 09 Mar 2021
Continual Density Ratio Estimation in an Online Setting Yu Chen Song Liu Tom Diethe Peter A. Flach 17 1 0 09 Mar 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu Wang Zhi Zhou 48 47 0 07 Feb 2021
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles Dylan J. Foster Alexander Rakhlin 155 207 0 12 Feb 2020
Online Forecasting of Total-Variation-bounded Sequences Dheeraj Baby Yu Wang AI4TS 27 39 0 08 Jun 2019
Detecting and Correcting for Label Shift with Black Box Predictors Zachary Chase Lipton Yu Wang Alex Smola OOD 48 548 0 12 Feb 2018
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 343 9,418 0 28 May 2015
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 109 430 0 20 Jul 2013