Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice
Watson, David S., Gultchin, Limor, Taly, Ankur, Floridi, Luciano
Published in Minds and machines (Dordrecht) (01.03.2022)
Published in Minds and machines (Dordrecht) (01.03.2022)
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Journal Article
Personalized change awareness: Reducing information overload in loosely-coupled teamwork
Amir, Ofra, Grosz, Barbara J., Gajos, Krzysztof Z., Gultchin, Limor
Published in Artificial intelligence (01.10.2019)
Published in Artificial intelligence (01.10.2019)
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Journal Article
Pragmatic Fairness: Developing Policies with Outcome Disparity Control
Gultchin, Limor, Guo, Siyuan, Malek, Alan, Chiappa, Silvia, Silva, Ricardo
Year of Publication 28.01.2023
Year of Publication 28.01.2023
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Journal Article
Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach
Zhu, Yuchen, Gultchin, Limor, Gretton, Arthur, Kusner, Matt, Silva, Ricardo
Year of Publication 18.06.2022
Year of Publication 18.06.2022
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Journal Article
Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy
Gultchin, Limor, Cohen-Addad, Vincent, Giffard-Roisin, Sophie, Kanade, Varun, Mallmann-Trenn, Frederik
Year of Publication 24.05.2022
Year of Publication 24.05.2022
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Journal Article
Functional Causal Bayesian Optimization
Gultchin, Limor, Aglietti, Virginia, Bellot, Alexis, Chiappa, Silvia
Published in arXiv.org (10.06.2023)
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Published in arXiv.org (10.06.2023)
Paper
Pragmatic Fairness: Developing Policies with Outcome Disparity Control
Gultchin, Limor, Guo, Siyuan, Malek, Alan, Chiappa, Silvia, Silva, Ricardo
Published in arXiv.org (28.01.2023)
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Published in arXiv.org (28.01.2023)
Paper
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction
Mastouri, Afsaneh, Zhu, Yuchen, Gultchin, Limor, Korba, Anna, Silva, Ricardo, Kusner, Matt J, Gretton, Arthur, Muandet, Krikamol
Year of Publication 10.05.2021
Year of Publication 10.05.2021
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Journal Article
Operationalizing Complex Causes: A Pragmatic View of Mediation
Gultchin, Limor, Watson, David S, Kusner, Matt J, Silva, Ricardo
Published in arXiv.org (10.06.2021)
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Published in arXiv.org (10.06.2021)
Paper
Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops
Gultchin, Limor, Patterson, Genevieve, Baym, Nancy, Swinger, Nathaniel, Kalai, Adam Tauman
Year of Publication 08.02.2019
Year of Publication 08.02.2019
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Journal Article