Limor Gultchin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Measurement Error

Monte Carlo Sampling

Top Venues

Publications

Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva
Pragmatic Fairness: Developing Policies with Outcome Disparity Control. CLeaR (2024)
Limor Gultchin, Virginia Aglietti, Alexis Bellot, Silvia Chiappa
Functional causal Bayesian optimization. UAI (2023)
Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva
Pragmatic Fairness: Developing Policies with Outcome Disparity Control. CoRR (2023)
Limor Gultchin, Virginia Aglietti, Alexis Bellot, Silvia Chiappa
Functional Causal Bayesian Optimization. CoRR (2023)
Yuchen Zhu, Limor Gultchin, Arthur Gretton, Matt J. Kusner, Ricardo Silva
Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach. CoRR (2022)
Yuchen Zhu, Limor Gultchin, Arthur Gretton, Matt J. Kusner, Ricardo Silva
Causal inference with treatment measurement error: a nonparametric instrumental variable approach. UAI (2022)
Limor Gultchin, Vincent Cohen-Addad, Sophie Giffard-Roisin, Varun Kanade, Frederik Mallmann-Trenn
Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy. CoRR (2022)
David S. Watson, Limor Gultchin, Ankur Taly, Luciano Floridi
Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice. Minds Mach. 32 (1) (2022)
David S. Watson, Limor Gultchin, Ankur Taly, Luciano Floridi
Local explanations via necessity and sufficiency: unifying theory and practice. UAI (2021)
Afsaneh Mastouri, Yuchen Zhu, Limor Gultchin, Anna Korba, Ricardo Silva, Matt J. Kusner, Arthur Gretton, Krikamol Muandet
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction. ICML (2021)
David S. Watson, Limor Gultchin, Ankur Taly, Luciano Floridi
Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice. CoRR (2021)
Afsaneh Mastouri, Yuchen Zhu, Limor Gultchin, Anna Korba, Ricardo Silva, Matt J. Kusner, Arthur Gretton, Krikamol Muandet
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction. CoRR (2021)
Limor Gultchin, David S. Watson, Matt J. Kusner, Ricardo Silva
Operationalizing Complex Causes: A Pragmatic View of Mediation. ICML (2021)
Limor Gultchin, David S. Watson, Matt J. Kusner, Ricardo Silva
Operationalizing Complex Causes: A Pragmatic View of Mediation. CoRR (2021)
Limor Gultchin, Matt J. Kusner, Varun Kanade, Ricardo Silva
Differentiable Causal Backdoor Discovery. AISTATS (2020)
Limor Gultchin, Matt J. Kusner, Varun Kanade, Ricardo Silva
Differentiable Causal Backdoor Discovery. CoRR (2020)
Limor Gultchin, Genevieve Patterson, Nancy Baym, Nathaniel Swinger, Adam Tauman Kalai
Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops. CoRR (2019)
Limor Gultchin, Genevieve Patterson, Nancy Baym, Nathaniel Swinger, Adam Kalai
Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops. ICML (2019)
Ofra Amir, Barbara J. Grosz, Krzysztof Z. Gajos, Limor Gultchin
Personalized change awareness: Reducing information overload in loosely-coupled teamwork. Artif. Intell. 275 (2019)