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Performative Prediction in a Stateful World

8 November 2020

Papers citing "Performative Prediction in a Stateful World"

50 / 62 papers shown

Title
The Decoupled Risk Landscape in Performative Prediction Javier Sanguino T. Kehrenberg Jose A. Lozano Novi Quadrianto 12 0 0 10 Jun 2025
Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity Victor Li Baiting Chen Yuzhen Mao Qi Lei Zhun Deng 31 0 0 30 May 2025
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data Julian Rodemann James Bailie SSL 69 1 0 12 May 2025
On Corruption-Robustness in Performative Reinforcement Learning Vasilis Pollatos Debmalya Mandal Goran Radanović 202 2 0 08 May 2025
Independent Learning in Performative Markov Potential Games Rilind Sahitaj Paulius Sasnauskas Yiğit Yalın Debmalya Mandal Goran Radanović 85 0 0 29 Apr 2025
Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics Zhiyu He S. Bolognani Florian Dorfler Michael Muehlebach 105 0 0 10 Mar 2025
Evolutionary Prediction Games Eden Saig Nir Rosenfeld 121 0 0 05 Mar 2025
Policy Design for Two-sided Platforms with Participation Dynamics Haruka Kiyohara Fan Yao Sarah Dean 183 2 0 03 Feb 2025
Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams Brandon Gower-Winter Georg Krempl Sergey Dragomiretskiy Tineke Jelsma Arno Siebes 177 0 0 13 Dec 2024
Tight Lower Bounds and Improved Convergence in Performative Prediction Pedram Khorsandi Rushil Gupta Mehrnaz Mofakhami Simon Lacoste-Julien Gauthier Gidel 163 3 0 04 Dec 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 74 2 0 11 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 67 0 0 06 Oct 2024
Performative Prediction on Games and Mechanism Design António Góis Mehrnaz Mofakhami Fernando P. Santos Simon Lacoste-Julien Gauthier Gidel 58 1 0 09 Aug 2024
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems Zhichen Xiang Hongke Zhao Chuang Zhao Ming He Jianping Fan 47 1 0 25 Jun 2024
Addressing Polarization and Unfairness in Performative Prediction Kun Jin Tian Xie Yang Liu Xueru Zhang 72 3 0 24 Jun 2024
Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness Seamus Somerstep Yaácov Ritov Yuekai Sun FaML 86 5 0 30 May 2024
Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets Seamus Somerstep Yuekai Sun Yaácov Ritov 87 4 0 20 Apr 2024
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions Sungwoo Park Junyeop Kwon Byeongnoh Kim Suhyun Chae Jeeyong Lee Dabeen Lee 76 0 0 23 Feb 2024
Performative Reinforcement Learning in Gradually Shifting Environments Ben Rank Stelios Triantafyllou Debmalya Mandal Goran Radanović OffRL 111 6 0 15 Feb 2024
Human Expertise in Algorithmic Prediction Rohan Alur Manish Raghavan Devavrat Shah 49 1 0 01 Feb 2024
Adaptive Discounting of Training Time Attacks Ridhima Bector Abhay M. S. Aradhya Chai Quek Zinovi Rabinovich AAML 78 0 0 05 Jan 2024
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 157 26 0 25 Oct 2023
Performative Time-Series Forecasting Zhiyuan Zhao Alexander Rodríguez B. Prakash B. A. Prakash AI4TS 82 5 0 09 Oct 2023
Zero-Regret Performative Prediction Under Inequality Constraints Wenjing Yan Xuanyu Cao 71 7 0 22 Sep 2023
Contextual Dynamic Pricing with Strategic Buyers Pang-Tung Liu Zhuoran Yang Zhaoran Wang W. Sun 106 5 0 08 Jul 2023
The Risks of Recourse in Binary Classification H. Fokkema Damien Garreau T. Erven FaML 77 5 0 01 Jun 2023
Plug-in Performative Optimization Licong Lin Tijana Zrnic 99 12 0 30 May 2023
Algorithmic Censoring in Dynamic Learning Systems Jennifer Chien Margaret E. Roberts Berk Ustun 72 6 0 15 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 53 7 0 08 May 2023
Performative Prediction with Bandit Feedback: Learning through Reparameterization Yatong Chen Wei Tang Chien-Ju Ho Yang Liu 91 6 0 01 May 2023
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 124 19 0 14 Apr 2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 61 1 0 14 Feb 2023
Performative Recommendation: Diversifying Content via Strategic Incentives Itay Eilat Nir Rosenfeld 75 9 0 08 Feb 2023
Online Convex Optimization with Unbounded Memory Raunak Kumar Sarah Dean Robert D. Kleinberg 97 6 0 18 Oct 2022
Making Decisions under Outcome Performativity Michael P. Kim Juan C. Perdomo 87 21 0 04 Oct 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 119 48 0 08 Sep 2022
Optimizing the Performative Risk under Weak Convexity Assumptions Yulai Zhao 65 5 0 02 Sep 2022
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments Mengxin Yu Zhuoran Yang Jianqing Fan OffRL 120 9 0 23 Aug 2022
Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization Liam Peet-Paré N. Hegde Alona Fyshe FaML 47 4 0 12 Jul 2022
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality Joshua Cutler Mateo Díaz Dmitriy Drusvyatskiy 96 7 0 09 Jul 2022
Performative Reinforcement Learning Debmalya Mandal Stelios Triantafyllou Goran Radanović 73 20 0 30 Jun 2022
Emergent specialization from participation dynamics and multi-learner retraining Sarah Dean Mihaela Curmei Lillian J. Ratliff Jamie Morgenstern Maryam Fazel 106 6 0 06 Jun 2022
Predictor-corrector algorithms for stochastic optimization under gradual distribution shift Subha Maity Debarghya Mukherjee Moulinath Banerjee Yuekai Sun OOD 92 5 0 26 May 2022
Preference Dynamics Under Personalized Recommendations Sarah Dean Jamie Morgenstern 137 35 0 25 May 2022
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments Mitas Ray Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 42 33 0 08 Apr 2022
Performative Power Moritz Hardt Meena Jagadeesan Celestine Mendler-Dünner 70 40 0 31 Mar 2022
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 97 36 0 01 Feb 2022
Multi-agent Performative Prediction: From Global Stability and Optimality to Chaos Georgios Piliouras Fang-Yi Yu 105 35 0 25 Jan 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 76 43 0 10 Jan 2022
Stochastic Saddle Point Problems with Decision-Dependent Distributions Killian Wood E. Dall’Anese 62 19 0 07 Jan 2022