Anticipating Performativity by Predicting from Predictions

15 August 2022

Papers citing "Anticipating Performativity by Predicting from Predictions"

15 / 15 papers shown

Title
Independent Learning in Performative Markov Potential Games Rilind Sahitaj Paulius Sasnauskas Yiğit Yalın Debmalya Mandal Goran Radanović 36 0 0 29 Apr 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 101 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 119 0 0 13 Nov 2024
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 56 0 0 17 Jun 2024
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens Jean Feng Adarsh Subbaswamy Alexej Gossmann Harvineet Singh B. Sahiner Mi-Ok Kim Gene Pennello N. Petrick Romain Pirracchio Fan Xia 19 1 0 20 Nov 2023
Plug-in Performative Optimization Licong Lin Tijana Zrnic 35 11 0 30 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
Causal Inference out of Control: Estimating the Steerability of Consumption Gary Cheng Moritz Hardt Celestine Mendler-Dünner CML 37 1 0 10 Feb 2023
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 32 33 0 01 Feb 2022
Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos Georgios Piliouras Fang-Yi Yu 40 34 0 25 Jan 2022
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Anton van den Hengel Yang Liu 38 10 0 13 Jul 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 76 97 0 17 Feb 2021
Causal Estimation with Functional Confounders A. Puli A. Perotte Rajesh Ranganath 35 12 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 87 74 0 15 Feb 2021