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"

7 / 7 papers shown

Title
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 32 0 0 13 Nov 2024
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 38 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 18 0 0 23 Feb 2024
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 15 16 0 14 Apr 2023
Making Decisions under Outcome Performativity Michael P. Kim Juan C. Perdomo 19 20 0 04 Oct 2022
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Kun Zhang Yang Liu 20 10 0 13 Jul 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 60 93 0 17 Feb 2021