Limor Gultchin

According to our database, Limor Gultchin authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pragmatic Fairness: Developing Policies with Outcome Disparity Control.

Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva

Proceedings of the Causal Learning and Reasoning, 2024

2023

Functional causal Bayesian optimization.

Limor Gultchin, Virginia Aglietti, Alexis Bellot, Silvia Chiappa

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice.

David S. Watson, Limor Gultchin, Ankur Taly, Luciano Floridi

Minds Mach., 2022

Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy.

Limor Gultchin, Vincent Cohen-Addad, Sophie Giffard-Roisin, Varun Kanade, Frederik Mallmann-Trenn

CoRR, 2022

Causal inference with treatment measurement error: a nonparametric instrumental variable approach.

Yuchen Zhu, Limor Gultchin, Arthur Gretton, Matt J. Kusner, Ricardo Silva

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction.

Afsaneh Mastouri, Yuchen Zhu, Limor Gultchin, Anna Korba, Ricardo Silva, Matt J. Kusner, Arthur Gretton, Krikamol Muandet

Proceedings of the 38th International Conference on Machine Learning, 2021

Operationalizing Complex Causes: A Pragmatic View of Mediation.

Limor Gultchin, David S. Watson, Matt J. Kusner, Ricardo Silva

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Differentiable Causal Backdoor Discovery.

Limor Gultchin, Matt J. Kusner, Varun Kanade, Ricardo Silva

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Personalized change awareness: Reducing information overload in loosely-coupled teamwork.

Ofra Amir, Barbara J. Grosz, Krzysztof Z. Gajos, Limor Gultchin

Artif. Intell., 2019

Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops.

Limor Gultchin, Genevieve Patterson, Nancy Baym, Nathaniel Swinger, Adam Kalai

Proceedings of the 36th International Conference on Machine Learning, 2019