Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets

20 April 2024

Papers citing "Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets"

9 / 9 papers shown

Title
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 39 0 0 13 Nov 2024
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 49 3 0 24 May 2024
Improvement-Focused Causal Recourse (ICR) Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup CML 24 15 0 27 Oct 2022
On-Demand Sampling: Learning Optimally from Multiple Distributions Nika Haghtalab Michael I. Jordan Eric Zhao FedML 37 34 0 22 Oct 2022
Understanding new tasks through the lens of training data via exponential tilting Subha Maity Mikhail Yurochkin Moulinath Banerjee Yuekai Sun 26 10 0 26 May 2022
Predictor-corrector algorithms for stochastic optimization under gradual distribution shift Subha Maity Debarghya Mukherjee Moulinath Banerjee Yuekai Sun OOD 21 5 0 26 May 2022
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 22 35 0 01 Mar 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 65 93 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Y. Zou 70 72 0 15 Feb 2021