Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses

12 July 2021

Hoda Heidari

Papers citing "Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses"

21 / 21 papers shown

Title
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 58 0 0 08 May 2025
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 140 0 0 13 Nov 2024
Strategic Linear Contextual Bandits Thomas Kleine Buening Aadirupa Saha Christos Dimitrakakis Haifeng Xu 38 0 0 01 Jun 2024
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions Tian Xie Xueru Zhang 35 3 0 12 May 2024
Learning under Imitative Strategic Behavior with Unforeseeable Outcomes Tian Xie Zhiqun Zuo Mohammad Mahdi Khalili Xueru Zhang OffRL 38 2 0 03 May 2024
Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets Seamus Somerstep Yuekai Sun Yaácov Ritov 40 4 0 20 Apr 2024
Causal Strategic Learning with Competitive Selection Kiet Q. H. Vo Muneeb Aadil Siu Lun Chau Krikamol Muandet CML 22 2 0 30 Aug 2023
Adaptive Principal Component Regression with Applications to Panel Data Anish Agarwal Keegan Harris Justin Whitehouse Zhiwei Steven Wu 23 5 0 03 Jul 2023
Strategic Apple Tasting Keegan Harris Chara Podimata Zhiwei Steven Wu 24 6 0 09 Jun 2023
Online Learning in a Creator Economy Banghua Zhu Sai Praneeth Karimireddy Jiantao Jiao Michael I. Jordan 27 7 0 19 May 2023
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback R. D. Vecchia D. Basu 11 4 0 18 Feb 2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 31 1 0 14 Feb 2023
Causal Strategic Classification: A Tale of Two Shifts G. Horowitz Nir Rosenfeld OffRL CML 26 14 0 13 Feb 2023
Performative Recommendation: Diversifying Content via Strategic Incentives Itay Eilat Nir Rosenfeld 46 7 0 08 Feb 2023
Strategyproof Decision-Making in Panel Data Settings and Beyond Keegan Harris Anish Agarwal Chara Podimata Zhiwei Steven Wu 22 5 0 25 Nov 2022
The Sample Complexity of Online Contract Design Banghua Zhu Stephen Bates Zhuoran Yang Yixin Wang Jiantao Jiao Michael I. Jordan 26 46 0 10 Nov 2022
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation Anpeng Wu Kun Kuang Ruoxuan Xiong Minqing Zhu Yuxuan Liu Bo Li Furui Liu Zhihua Wang Fei Wu CML 30 7 0 23 Aug 2022
Anticipating Performativity by Predicting from Predictions Celestine Mendler-Dünner Frances Ding Yixin Wang 32 30 0 15 Aug 2022
Generalized Strategic Classification and the Case of Aligned Incentives Sagi Levanon Nir Rosenfeld 19 26 0 09 Feb 2022
Bayesian Persuasion for Algorithmic Recourse Keegan Harris Valerie Chen Joon Sik Kim Ameet Talwalkar Hoda Heidari Zhiwei Steven Wu 30 13 0 12 Dec 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 79 97 0 17 Feb 2021