Performative Prediction: Past and Future

25 October 2023

Papers citing "Performative Prediction: Past and Future"

50 / 63 papers shown

Title
Statistical Inference under Performativity Xiang Li Y. Li Huiying Zhong Lihua Lei Zhun Deng 30 0 0 24 May 2025
Learn to Bid as a Price-Maker Wind Power Producer Shobhit Singhal Marta Fochesato Liviu Aolaritei Florian Dorfler 88 0 0 20 Mar 2025
Revisiting the Predictability of Performative, Social Events Juan C. Perdomo 73 3 0 12 Mar 2025
Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics Zhiyu He S. Bolognani Florian Dorfler Michael Muehlebach 95 0 0 10 Mar 2025
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists Joachim Baumann Celestine Mendler-Dünner 109 3 0 17 Jan 2025
Tight Lower Bounds and Improved Convergence in Performative Prediction Pedram Khorsandi Rushil Gupta Mehrnaz Mofakhami Simon Lacoste-Julien Gauthier Gidel 139 3 0 04 Dec 2024
Optimal Classification under Performative Distribution Shift Edwige Cyffers Muni Sreenivas Pydi Jamal Atif Olivier Cappé 86 3 0 04 Nov 2024
Strategic Conformal Prediction Daniel Csillag C. Struchiner G. Goedert 62 1 0 03 Nov 2024
Decline Now: A Combinatorial Model for Algorithmic Collective Action Dorothee Sigg Moritz Hardt Celestine Mendler-Dünner 44 2 0 16 Oct 2024
Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework Rohan Alur Loren Laine Darrick K. Li Dennis L. Shung Manish Raghavan Devavrat Shah 67 2 0 11 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 53 0 0 06 Oct 2024
Reciprocal Learning Julian Rodemann Christoph Jansen G. Schollmeyer FedML 62 0 0 12 Aug 2024
Performative Prediction on Games and Mechanism Design António Góis Mehrnaz Mofakhami Fernando P. Santos Simon Lacoste-Julien Gauthier Gidel 56 1 0 09 Aug 2024
Addressing Polarization and Unfairness in Performative Prediction Kun Jin Tian Xie Yang Liu Xueru Zhang 65 3 0 24 Jun 2024
Non-linear Welfare-Aware Strategic Learning Tian Xie Xueru Zhang 62 7 0 03 May 2024
Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data Matthias Gerstgrasser Rylan Schaeffer Apratim Dey Rafael Rafailov Henry Sleight ... Andrey Gromov Daniel A. Roberts Diyi Yang D. Donoho Oluwasanmi Koyejo 85 67 0 01 Apr 2024
Feedback Loops With Language Models Drive In-Context Reward Hacking Alexander Pan Erik Jones Meena Jagadeesan Jacob Steinhardt KELM 85 31 0 09 Feb 2024
Human Expertise in Algorithmic Prediction Rohan Alur Manish Raghavan Devavrat Shah 47 1 0 01 Feb 2024
Towards a Systems Theory of Algorithms Florian Dorfler Zhiyu He Giuseppe Belgioioso S. Bolognani John Lygeros Michael Muehlebach AI4CE 61 11 0 25 Jan 2024
On the Stability of Iterative Retraining of Generative Models on their own Data Quentin Bertrand A. Bose Alexandre Duplessis Marco Jiralerspong Gauthier Gidel 97 50 0 30 Sep 2023
Zero-Regret Performative Prediction Under Inequality Constraints Wenjing Yan Xuanyu Cao 53 7 0 22 Sep 2023
Plug-in Performative Optimization Licong Lin Tijana Zrnic 71 12 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 41 7 0 08 May 2023
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 58 19 0 14 Apr 2023
Difficult Lessons on Social Prediction from Wisconsin Public Schools Juan C. Perdomo Tolani A. Britton Moritz Hardt Rediet Abebe 36 24 0 13 Apr 2023
Causal Inference out of Control: Estimating the Steerability of Consumption Gary Cheng Moritz Hardt Celestine Mendler-Dünner CML 58 1 0 10 Feb 2023
Algorithmic Collective Action in Machine Learning Moritz Hardt Eric Mazumdar Celestine Mendler-Dünner Tijana Zrnic 29 22 0 08 Feb 2023
Making Decisions under Outcome Performativity Michael P. Kim Juan C. Perdomo 69 20 0 04 Oct 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 110 46 0 08 Sep 2022
Anticipating Performativity by Predicting from Predictions Celestine Mendler-Dünner Frances Ding Yixin Wang 60 30 0 15 Aug 2022
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality Joshua Cutler Mateo Díaz Dmitriy Drusvyatskiy 67 7 0 09 Jul 2022
Performative Reinforcement Learning Debmalya Mandal Stelios Triantafyllou Goran Radanović 61 18 0 30 Jun 2022
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments Mitas Ray Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 30 33 0 08 Apr 2022
Performative Power Moritz Hardt Meena Jagadeesan Celestine Mendler-Dünner 50 37 0 31 Mar 2022
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 79 34 0 01 Feb 2022
Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos Georgios Piliouras Fang-Yi Yu 69 35 0 25 Jan 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 56 43 0 10 Jan 2022
How to Learn when Data Gradually Reacts to Your Model Zachary Izzo James Zou Lexing Ying OOD 36 24 0 13 Dec 2021
Alternative Microfoundations for Strategic Classification Meena Jagadeesan Celestine Mendler-Dünner Moritz Hardt 56 48 0 24 Jun 2021
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 198 407 0 07 Apr 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 103 101 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 100 75 0 15 Feb 2021
Outcome Indistinguishability Cynthia Dwork Michael P. Kim Omer Reingold G. Rothblum G. Yona 66 65 0 26 Nov 2020
Performative Prediction in a Stateful World Gavin Brown Shlomi Hod Iden Kalemaj 59 84 0 08 Nov 2020
Stochastic Optimization for Performative Prediction Celestine Mendler-Dünner Juan C. Perdomo Tijana Zrnic Moritz Hardt 49 114 0 12 Jun 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 134 319 0 16 Feb 2020
Safe Exploration for Interactive Machine Learning M. Turchetta Felix Berkenkamp Andreas Krause 82 89 0 30 Oct 2019
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 56 112 0 23 Oct 2019
Degenerate Feedback Loops in Recommender Systems Ray Jiang Silvia Chiappa Tor Lattimore András Gyorgy Pushmeet Kohli 40 196 0 27 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 210 4,460 0 02 Feb 2019