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Strategic Classification is Causal Modeling in Disguise

23 October 2019

Papers citing "Strategic Classification is Causal Modeling in Disguise"

31 / 81 papers shown

Title
Margin-distancing for safe model explanation Tom Yan Chicheng Zhang 50 3 0 23 Feb 2022
Generalized Strategic Classification and the Case of Aligned Incentives Sagi Levanon Nir Rosenfeld 59 27 0 09 Feb 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
Strategic Ranking Lydia T. Liu Nikhil Garg C. Borgs 61 20 0 16 Sep 2021
A Causal Perspective on Meaningful and Robust Algorithmic Recourse Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup 100 18 0 16 Jul 2021
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Kun Zhang Yang Liu 130 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 62 36 0 12 Jul 2021
Approximate Regions of Attraction in Learning with Decision-Dependent Distributions Roy Dong Heling Zhang Lillian J. Ratliff 72 11 0 30 Jun 2021
Alternative Microfoundations for Strategic Classification Meena Jagadeesan Celestine Mendler-Dünner Moritz Hardt 85 50 0 24 Jun 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 87 55 0 23 Jun 2021
Stateful Strategic Regression Keegan Harris Hoda Heidari Zhiwei Steven Wu 64 31 0 07 Jun 2021
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions Benjie Wang Clare Lyle Marta Z. Kwiatkowska TPM 36 7 0 19 May 2021
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals Sainyam Galhotra Romila Pradhan Babak Salimi CML 105 110 0 22 Mar 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 85 60 0 02 Mar 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 142 50 0 01 Mar 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 129 102 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 135 77 0 15 Feb 2021
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 106 44 0 06 Dec 2020
Treatment Allocation with Strategic Agents Evan Munro 85 6 0 12 Nov 2020
Maximizing Welfare with Incentive-Aware Evaluation Mechanisms Nika Haghtalab Nicole Immorlica Brendan Lucier Jack Z. Wang 81 72 0 03 Nov 2020
Linear Classifiers that Encourage Constructive Adaptation Yatong Chen Jialu Wang Yang Liu 97 16 0 31 Oct 2020
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness Jessie Finocchiaro R. Maio F. Monachou Gourab K. Patro Manish Raghavan Ana-Andreea Stoica Stratis Tsirtsis FaML 158 60 0 12 Oct 2020
The Strategic Perceptron Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 72 51 0 04 Aug 2020
From Predictions to Decisions: Using Lookahead Regularization Nir Rosenfeld Sophie Hilgard S. Ravindranath David C. Parkes 56 21 0 20 Jun 2020
The Role of Randomness and Noise in Strategic Classification M. Braverman Sumegha Garg 59 50 0 17 May 2020
Causal Strategic Linear Regression Yonadav Shavit Benjamin L. Edelman Brian Axelrod 112 82 0 24 Feb 2020
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics Yahav Bechavod Katrina Ligett Zhiwei Steven Wu Juba Ziani 86 33 0 17 Feb 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 172 322 0 16 Feb 2020
Decisions, Counterfactual Explanations and Strategic Behavior Stratis Tsirtsis Manuel Gomez Rodriguez 132 62 0 11 Feb 2020
Incentives for Responsiveness, Instrumental Control and Impact Ryan Carey Eric D. Langlois Chris van Merwijk Shane Legg Tom Everitt CML 79 13 0 20 Jan 2020
Optimal Decision Making Under Strategic Behavior Stratis Tsirtsis Behzad Tabibian M. Khajehnejad Adish Singla Bernhard Schölkopf Manuel Gomez Rodriguez 170 33 0 22 May 2019