Stochastic Optimization for Performative Prediction

Stochastic Optimization for Performative Prediction

12 June 2020

Celestine Mendler-Dünner

Juan C. Perdomo

Papers citing "Stochastic Optimization for Performative Prediction"

12 / 12 papers shown

Title
On Corruption-Robustness in Performative Reinforcement Learning Vasilis Pollatos Debmalya Mandal Goran Radanović 70 2 0 08 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 137 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 218 0 0 13 Nov 2024
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 80 3 0 10 Jun 2024
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 45 23 0 25 Oct 2023
Performative Prediction with Neural Networks Mehrnaz Mofakhami Ioannis Mitliagkas Gauthier Gidel 45 18 0 14 Apr 2023
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 96 313 0 16 Feb 2020
On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift Alekh Agarwal Sham Kakade Jason D. Lee G. Mahajan 25 320 0 01 Aug 2019
The Social Cost of Strategic Classification S. Milli John Miller Anca Dragan Moritz Hardt 30 179 0 25 Aug 2018
Runaway Feedback Loops in Predictive Policing D. Ensign Sorelle A. Friedler Scott Neville C. Scheidegger Suresh Venkatasubramanian 34 344 0 29 Jun 2017
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 61 430 0 20 Jul 2013
No More Pesky Learning Rates Tom Schaul Sixin Zhang Yann LeCun 59 477 0 06 Jun 2012