Information Discrepancy in Strategic Learning

v1v2v3v4 (latest)

Information Discrepancy in Strategic Learning

1 March 2021

Zhiwei Steven Wu

ArXiv (abs)PDF HTML

Papers citing "Information Discrepancy in Strategic Learning"

15 / 15 papers shown

Title
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 107 1 0 08 May 2025
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 101 1 0 17 Jun 2024
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 70 44 0 06 Dec 2020
Maximizing Welfare with Incentive-Aware Evaluation Mechanisms Nika Haghtalab Nicole Immorlica Brendan Lucier Jack Z. Wang 65 72 0 03 Nov 2020
The Role of Randomness and Noise in Strategic Classification M. Braverman Sumegha Garg 46 50 0 17 May 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 142 321 0 16 Feb 2020
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 61 114 0 23 Oct 2019
Optimal Decision Making Under Strategic Behavior Stratis Tsirtsis Behzad Tabibian M. Khajehnejad Adish Singla Bernhard Schölkopf Manuel Gomez Rodriguez 115 33 0 22 May 2019
Fair Classification and Social Welfare Lily Hu Yiling Chen FaML 71 90 0 01 May 2019
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning Hoda Heidari Vedant Nanda Krishna P. Gummadi 37 66 0 04 Mar 2019
The Disparate Effects of Strategic Manipulation Lily Hu Nicole Immorlica Jennifer Wortman Vaughan 116 167 0 27 Aug 2018
The Social Cost of Strategic Classification S. Milli John Miller Anca Dragan Moritz Hardt 47 184 0 25 Aug 2018
How Do Classifiers Induce Agents To Invest Effort Strategically? Jon M. Kleinberg Manish Raghavan 100 146 0 13 Jul 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making Hoda Heidari Claudio Ferrari Krishna P. Gummadi Andreas Krause 69 134 0 13 Jun 2018
Optimum Statistical Estimation with Strategic Data Sources Yang Cai C. Daskalakis Christos H. Papadimitriou 93 140 0 11 Aug 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.