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20222026
most citedBreaking Feedback Loops in Recommender Systems with Causal Inference

11 citations · 27 across the 15 of their papers we have counts for

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stat.ME2022

Data-Driven Influence Functions for Optimization-Based Causal Inference

Michael I. Jordan, Yixin Wang, Angela Zhou

We study a constructive algorithm that approximates Gateaux derivatives for statistical functionals by finite differencing, with a focus on functionals that arise in causal inferen…

stat.ME2022★ 2 cited

Valid Inference After Causal Discovery

Paula Gradu, Tijana Zrnic, Yixin Wang +1

Causal discovery and causal effect estimation are two fundamental tasks in causal inference. While many methods have been developed for each task individually, statistical challeng…