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Limor Gultchin
Limor Gultchin
University of Oxford; The Alan Turing Institute
Geverifieerd e-mailadres voor cs.ox.ac.uk
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Populism in Power around the World
J Kyle, L Gultchin
Available at SSRN 3283962, 2018
2302018
Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice
D Watson, L Gultchin, A Taly, L Floridi
37th Conference on Uncertainty in Artificial Intelligence (UAI 2021), https …, 2021
862021
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction
A Mastouri, Y Zhu, L Gultchin, A Korba, R Silva, MJ Kusner, A Gretton, ...
ICML 2021, 2021
742021
European populism: Trends, threats and future prospects
M Eiermann, Y Mounk, L Gultchin
Tony Blair Institute for Global Change 29, 2017
702017
Differentiable Causal Backdoor Discovery
L Gultchin, MJ Kusner, V Kanade, R Silva
Conference on Artificial Intelligence and Statistics, PMLR 108:3970-3979 …, 2020
162020
Causal inference with treatment measurement error: a nonparametric instrumental variable approach
Y Zhu, L Gultchin, A Gretton, MJ Kusner, R Silva
Uncertainty in Artificial Intelligence, 2414-2424, 2022
152022
Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops
L Gultchin, G Patterson, N Baym, N Swinger, AT Kalai
Proceedings of the 36th International Conference on Machine Learning, PMLR …, 2019
152019
Populists in power around the world. Tony Blair Institute for Global Change
J Kyle, L Gultchin
Abgerufen am 14, 2019, 2018
112018
Personalized change awareness: Reducing information overload in loosely-coupled teamwork
O Amir, BJ Grosz, KZ Gajos, L Gultchin
Artificial Intelligence 275, 204-233, 2019
102019
Operationalizing Complex Causes: A Pragmatic View of Mediation
L Gultchin, D Watson, M Kusner, R Silva
Proceedings of the 38th International Conference on Machine Learning 139 …, 2021
72021
Functional Causal Bayesian Optimization
L Gultchin, V Aglietti, A Bellot, S Chiappa
39th Conference on Uncertainty in Artificial Intelligence (UAI2023), 2023
42023
Beyond impossibility: Balancing sufficiency, separation and accuracy
L Gultchin, V Cohen-Addad, S Giffard-Roisin, V Kanade, ...
arXiv preprint arXiv:2205.12327, 2022
42022
Casual and trustworthy machine learning: methods and applications
L Gultchin
University of Oxford, 2023
22023
Pragmatic Fairness: Developing Policies with Outcome Disparity Control
L Gultchin, S Guo, A Malek, S Chiappa, R Silva
arXiv preprint arXiv:2301.12278, 2023
12023
Just for Laughs: Utilizing Machine Learning to Rate and Generate Humorous Analogies
L Gultchin
2017
Relaxing ObservabilityAssumption in Causal Inference with Kernel Methods
Y Zhu, L Gultchin, A Gretton, A Korba, M Kusner, A Mastouri, K Muandet, ...
Supplementary Material for Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach
Y Zhu, L Gultchin, A Gretton, M Kusner, R Silva
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Artikelen 1–17