How to Learn when Data Reacts to Your Model: Performative Gradient Descent

15 February 2021

Papers citing "How to Learn when Data Reacts to Your Model: Performative Gradient Descent"

21 / 21 papers shown

Title
On Corruption-Robustness in Performative Reinforcement Learning Vasilis Pollatos Debmalya Mandal Goran Radanović 32 1 0 08 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 96 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 117 0 0 13 Nov 2024
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 63 3 0 24 May 2024
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions Sungwoo Park Junyeop Kwon Byeongnoh Kim Suhyun Chae Jeeyong Lee Dabeen Lee 29 0 0 23 Feb 2024
Zero-Regret Performative Prediction Under Inequality Constraints Wenjing Yan Xuanyu Cao 23 6 0 22 Sep 2023
Plug-in Performative Optimization Licong Lin Tijana Zrnic 32 11 0 30 May 2023
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts Kun Jin Tongxin Yin Zhong Chen Zeyu Sun Xueru Zhang Yang Liu Mingyan D. Liu OOD FedML 15 6 0 08 May 2023
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 40 16 0 14 Apr 2023
Performative Recommendation: Diversifying Content via Strategic Incentives Itay Eilat Nir Rosenfeld 43 7 0 08 Feb 2023
Making Decisions under Outcome Performativity Michael P. Kim Juan C. Perdomo 40 20 0 04 Oct 2022
Optimizing the Performative Risk under Weak Convexity Assumptions Yulai Zhao 19 5 0 02 Sep 2022
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality Joshua Cutler Mateo Díaz D. Drusvyatskiy 22 5 0 09 Jul 2022
Emergent specialization from participation dynamics and multi-learner retraining Sarah Dean Mihaela Curmei Lillian J. Ratliff Jamie Morgenstern Maryam Fazel 16 5 0 06 Jun 2022
Performative Power Moritz Hardt Meena Jagadeesan Celestine Mendler-Dünner 19 35 0 31 Mar 2022
MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts Weixin Liang James Y. Zou OOD 35 82 0 14 Feb 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner D. Drusvyatskiy Maryam Fazel Lillian J. Ratliff 16 42 0 10 Jan 2022
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Kun Zhang Yang Liu 38 10 0 13 Jul 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 26 50 0 23 Jun 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 40 55 0 02 Mar 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 76 97 0 17 Feb 2021