Performative Prediction in a Stateful World

8 November 2020

Papers citing "Performative Prediction in a Stateful World"

26 / 26 papers shown

Title
On Corruption-Robustness in Performative Reinforcement Learning Vasilis Pollatos Debmalya Mandal Goran Radanović 32 1 0 08 May 2025
Independent Learning in Performative Markov Potential Games Rilind Sahitaj Paulius Sasnauskas Yiğit Yalın Debmalya Mandal Goran Radanović 36 0 0 29 Apr 2025
Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams Brandon Gower-Winter Georg Krempl Sergey Dragomiretskiy Tineke Jelsma Arno Siebes 88 0 0 13 Dec 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 35 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 19 6 0 08 May 2023
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 40 16 0 14 Apr 2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 29 1 0 14 Feb 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 46 20 0 04 Oct 2022
Optimizing the Performative Risk under Weak Convexity Assumptions Yulai Zhao 24 5 0 02 Sep 2022
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments Mengxin Yu Zhuoran Yang Jianqing Fan OffRL 18 8 0 23 Aug 2022
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality Joshua Cutler Mateo Díaz Dmitriy Drusvyatskiy 22 5 0 09 Jul 2022
Performative Reinforcement Learning Debmalya Mandal Stelios Triantafyllou Goran Radanović 30 17 0 30 Jun 2022
Emergent specialization from participation dynamics and multi-learner retraining Sarah Dean Mihaela Curmei Lillian J. Ratliff Jamie Morgenstern Maryam Fazel 21 5 0 06 Jun 2022
Preference Dynamics Under Personalized Recommendations Sarah Dean Jamie Morgenstern 72 34 0 25 May 2022
Performative Power Moritz Hardt Meena Jagadeesan Celestine Mendler-Dünner 19 35 0 31 Mar 2022
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 30 33 0 01 Feb 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 16 42 0 10 Jan 2022
Dynamic Inference Aolin Xu 25 0 0 29 Nov 2021
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Anton van den Hengel 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
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 84 74 0 15 Feb 2021