Gultchin, Limor

8 publications

CLeaR 2024 Pragmatic Fairness: Developing Policies with Outcome Disparity Control Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva

UAI 2023 Functional Causal Bayesian Optimization Limor Gultchin, Virginia Aglietti, Alexis Bellot, Silvia Chiappa

UAI 2022 Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach Yuchen Zhu, Limor Gultchin, Arthur Gretton, Matt J. Kusner, Ricardo Silva

UAI 2021 Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice David S. Watson, Limor Gultchin, Ankur Taly, Luciano Floridi

ICML 2021 Operationalizing Complex Causes: A Pragmatic View of Mediation Limor Gultchin, David Watson, Matt Kusner, Ricardo Silva

ICML 2021 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

AISTATS 2020 Differentiable Causal Backdoor Discovery Limor Gultchin, Matt Kusner, Varun Kanade, Ricardo Silva

ICML 2019 Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops Limor Gultchin, Genevieve Patterson, Nancy Baym, Nathaniel Swinger, Adam Kalai