Publications

Research Articles

• Meaningful Causal Aggregation and Paradoxical Confounding.
  Yuchen Zhu, Kailash Budhathoki, Jonas Kuebler, Dominik Janzing.
  CLeaR 2024
  pdf

• Causal Inference Under Treatment Measurement Error: A Non-parametric Instrumental Variable Approach.
  Yuchen Zhu, Limor Gultchin, Arthur Gretton, Matt Kusner, Ricardo Silva.
  UAI 2022 (Oral Presentation, 5% acceptance rate)
  pdf

• Causal Effect Estimation for Structured Treatments.
  Jean Kaddour, Yuchen Zhu, Qi Liu, Matt Kusner, Ricardo Silva.
  NeurIPS 2021
  pdf

• Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction.
  Afsaneh Mastouri*, Yuchen Zhu*, Limor Gultchin, Anna Korba, Ricardo Silva, Matt Kusner, Arthur Gretton^, Krikamol Muandet^. (*, ^: The first and senior authors of this paper are ordered alphabetically.) ICML 2021
  pdf