Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions

23 February 2024

Papers citing "Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions"

23 / 23 papers shown

Title
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 52 18 0 14 Apr 2023
$PyXAB -- A Python Library for $\mathcal{X}$-Armed Bandit and Online Blackbox Optimization Algorithms$ PyXAB -- A Python Library for $\mathcal{X}$ -Armed Bandit and Online Blackbox Optimization Algorithms Wenjie Li Haoze Li Jean Honorio Qifan Song GP 15 6 0 07 Mar 2023
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments Mitas Ray Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 18 32 0 08 Apr 2022
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 52 34 0 01 Feb 2022
How to Learn when Data Gradually Reacts to Your Model Zachary Izzo James Zou Lexing Ying OOD 27 24 0 13 Dec 2021
Approximate Regions of Attraction in Learning with Decision-Dependent Distributions Roy Dong Heling Zhang Lillian J. Ratliff 36 11 0 30 Jun 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 35 52 0 23 Jun 2021
Optimum-statistical Collaboration Towards General and Efficient Black-box Optimization Wenjie Li ChiHua Wang Guang Cheng Qifan Song 87 8 0 17 Jun 2021
Zeroth-Order Methods for Convex-Concave Minmax Problems: Applications to Decision-Dependent Risk Minimization C. Maheshwari Chih-Yuan Chiu Eric Mazumdar S. Shankar Sastry Lillian J. Ratliff 40 24 0 16 Jun 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 93 99 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 92 74 0 15 Feb 2021
Performative Prediction in a Stateful World Gavin Brown Shlomi Hod Iden Kalemaj 38 82 0 08 Nov 2020
Stochastic Optimization for Performative Prediction Celestine Mendler-Dünner Juan C. Perdomo Tijana Zrnic Moritz Hardt 24 114 0 12 Jun 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 99 313 0 16 Feb 2020
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption Peter L. Bartlett Victor Gabillon Michal Valko 16 34 0 01 Oct 2018
The Social Cost of Strategic Classification S. Milli John Miller Anca Dragan Moritz Hardt 32 179 0 25 Aug 2018
Strategic Classification from Revealed Preferences Jinshuo Dong Aaron Roth Zachary Schutzman Bo Waggoner Zhiwei Steven Wu 40 178 0 22 Oct 2017
Global optimization of Lipschitz functions C. Malherbe Nicolas Vayatis 22 118 0 07 Mar 2017
Strategic Classification Moritz Hardt N. Megiddo Christos H. Papadimitriou Mary Wootters 33 368 0 23 Jun 2015
Online Stochastic Optimization under Correlated Bandit Feedback M. G. Azar A. Lazaric Emma Brunskill OffRL 32 54 0 04 Feb 2014
Lipschitz Bandits without the Lipschitz Constant Sébastien Bubeck Gilles Stoltz Jia Yuan Yu 60 89 0 25 May 2011
X-Armed Bandits Sébastien Bubeck Rémi Munos Gilles Stoltz Csaba Szepesvari 106 383 0 25 Jan 2010
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 143 468 0 29 Sep 2008