Limor Gultchin

19 papers A* 3A 4Journal 11Unranked 1

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