Performative Prediction with Neural Networks

Performative Prediction with Neural Networks

14 April 2023

Mehrnaz Mofakhami

Ioannis Mitliagkas

Papers citing "Performative Prediction with Neural Networks"

14 / 14 papers shown

Title
Independent Learning in Performative Markov Potential Games Rilind Sahitaj Paulius Sasnauskas Yiğit Yalın Debmalya Mandal Goran Radanović 26 0 0 29 Apr 2025
Revisiting the Predictability of Performative, Social Events Juan C. Perdomo 34 0 0 12 Mar 2025
Tight Lower Bounds and Improved Convergence in Performative Prediction Pedram Khorsandi Rushil Gupta Mehrnaz Mofakhami Simon Lacoste-Julien Gauthier Gidel 54 1 0 04 Dec 2024
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 91 0 0 02 Dec 2024
Addressing Polarization and Unfairness in Performative Prediction Kun Jin Tian Xie Yang Liu Xueru Zhang 34 2 0 24 Jun 2024
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions Sungwoo Park Junyeop Kwon Byeongnoh Kim Suhyun Chae Jeeyong Lee Dabeen Lee 18 0 0 23 Feb 2024
Performative Reinforcement Learning in Gradually Shifting Environments Ben Rank Stelios Triantafyllou Debmalya Mandal Goran Radanović OffRL 14 2 0 15 Feb 2024
On the Stability of Iterative Retraining of Generative Models on their own Data Quentin Bertrand A. Bose Alexandre Duplessis Marco Jiralerspong Gauthier Gidel 22 33 0 30 Sep 2023
The Risks of Recourse in Binary Classification H. Fokkema Damien Garreau T. Erven FaML 11 2 0 01 Jun 2023
Performative Prediction with Bandit Feedback: Learning through Reparameterization Yatong Chen Wei Tang Chien-Ju Ho Yang Liu 24 3 0 01 May 2023
Breaking Feedback Loops in Recommender Systems with Causal Inference K. Krauth Yixin Wang Michael I. Jordan CML 35 19 0 04 Jul 2022
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 22 33 0 01 Feb 2022
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 60 93 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Y. Zou 64 72 0 15 Feb 2021