Performative Prediction

16 February 2020

Juan C. Perdomo

Tijana Zrnic

Celestine Mendler-Dünner

Moritz Hardt

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Papers citing "Performative Prediction"

41 / 191 papers shown

Title
Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos Georgios Piliouras Fang-Yi Yu 40 34 0 25 Jan 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 18 42 0 10 Jan 2022
Stochastic Saddle Point Problems with Decision-Dependent Distributions Killian Wood E. Dall’Anese 19 18 0 07 Jan 2022
How to Learn when Data Gradually Reacts to Your Model Zachary Izzo James Zou Lexing Ying OOD 14 24 0 13 Dec 2021
Neural Pseudo-Label Optimism for the Bank Loan Problem Aldo Pacchiano Shaun Singh Edward Chou Alexander C. Berg Jakob N. Foerster 16 7 0 03 Dec 2021
Dynamic Inference Aolin Xu 28 0 0 29 Nov 2021
Adaptive Data Debiasing through Bounded Exploration Yifan Yang Yang Liu Parinaz Naghizadeh FaML 30 7 0 25 Oct 2021
Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees Jean Feng Alexej Gossmann B. Sahiner R. Pirracchio OOD 24 5 0 13 Oct 2021
Stacking interventions for equitable outcomes J. Liley 11 2 0 08 Oct 2021
Sample-Efficient Safety Assurances using Conformal Prediction Rachel Luo Shengjia Zhao Jonathan Kuck Boris Ivanovic Silvio Savarese Edward Schmerling Marco Pavone 58 56 0 28 Sep 2021
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 38 16 0 20 Sep 2021
Stochastic Optimization under Distributional Drift Joshua Cutler Dmitriy Drusvyatskiy Zaïd Harchaoui 6 16 0 16 Aug 2021
Fairness Through Counterfactual Utilities Jack Blandin Ian A. Kash FaML 22 2 0 11 Aug 2021
Visualization Equilibrium Paul Kayongo Glenn Sun Jason D. Hartline Jessica Hullman FAtt 17 4 0 10 Aug 2021
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Anton van den Hengel Yang Liu 38 10 0 13 Jul 2021
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses Keegan Harris Daniel Ngo Logan Stapleton Hoda Heidari Zhiwei Steven Wu 14 32 0 12 Jul 2021
Approximate Regions of Attraction in Learning with Decision-Dependent Distributions Roy Dong Heling Zhang Lillian J. Ratliff 4 11 0 30 Jun 2021
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 27 274 0 29 Jun 2021
Alternative Microfoundations for Strategic Classification Meena Jagadeesan Celestine Mendler-Dünner Moritz Hardt 22 45 0 24 Jun 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
Disinformation, Stochastic Harm, and Costly Effort: A Principal-Agent Analysis of Regulating Social Media Platforms Shehroz S. Khan J. R. Wright 17 1 0 17 Jun 2021
Zeroth-Order Methods for Convex-Concave Minmax Problems: Applications to Decision-Dependent Risk Minimization C. Maheshwari Chih-Yuan Chiu Eric Mazumdar S. Shankar Sastry Lillian J. Ratliff 11 23 0 16 Jun 2021
Stateful Strategic Regression Keegan Harris Hoda Heidari Zhiwei Steven Wu 22 29 0 07 Jun 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 40 55 0 02 Mar 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 39 45 0 01 Mar 2021
Strategic Classification in the Dark Ganesh Ghalme V. Nair Itay Eilat Inbal Talgam-Cohen Nir Rosenfeld 12 57 0 23 Feb 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
Treatment Allocation with Strategic Agents Evan Munro 15 6 0 12 Nov 2020
Performative Prediction in a Stateful World Gavin Brown Shlomi Hod Iden Kalemaj 19 81 0 08 Nov 2020
Linear Classifiers that Encourage Constructive Adaptation Yatong Chen Jialu Wang Yang Liu 31 16 0 31 Oct 2020
Model updating after interventions paradoxically introduces bias J. Liley S. Emerson Bilal A. Mateen Catalina A Vallejos L. Aslett Sebastian J. Vollmer 8 21 0 22 Oct 2020
Probabilistic Machine Learning for Healthcare Irene Y. Chen Shalmali Joshi Marzyeh Ghassemi Rajesh Ranganath OOD 6 51 0 23 Sep 2020
From Predictions to Decisions: Using Lookahead Regularization Nir Rosenfeld Sophie Hilgard S. Ravindranath David C. Parkes 14 20 0 20 Jun 2020
Individual Calibration with Randomized Forecasting Shengjia Zhao Tengyu Ma Stefano Ermon 13 57 0 18 Jun 2020
Stochastic Optimization for Performative Prediction Celestine Mendler-Dünner Juan C. Perdomo Tijana Zrnic Moritz Hardt 6 113 0 12 Jun 2020
Learning the Truth From Only One Side of the Story Heinrich Jiang Qijia Jiang Aldo Pacchiano 9 7 0 08 Jun 2020
Manipulation-Proof Machine Learning Daniel Björkegren J. Blumenstock Samsun Knight 14 40 0 08 Apr 2020
Causal Strategic Linear Regression Yonadav Shavit Benjamin L. Edelman Brian Axelrod 13 74 0 24 Feb 2020
A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled? Claire Lazar Reich Suhas Vijaykumar FaML 14 19 0 18 Feb 2020
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics Yahav Bechavod Katrina Ligett Zhiwei Steven Wu Juba Ziani 11 33 0 17 Feb 2020