Javier Abad Martinez

2022202320242 2 6

Adrian WellerDirector of Research, Machine Learning, University of CambridgeVerified email at eng.cam.ac.uk
Umang BhattNew York UniversityVerified email at nyu.edu
Giovanni CherubinMicrosoftVerified email at microsoft.com
Konstantin DonhauserETH ZuerichVerified email at ai.ethz.ch
Fanny YangETH ZurichVerified email at inf.ethz.ch
Piersilvio De BartolomeisETH ZürichVerified email at ethz.ch
Neha HulkundMassachusetts Institute of TechnologyVerified email at mit.edu

Verified email at ai.ethz.ch - Homepage


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Approximating full conformal prediction at scale via influence functions J Abad, U Bhatt, A Weller, G Cherubin Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 6631-6639, 2023	7	2023
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials P De Bartolomeis, J Abad, K Donhauser, F Yang International Conference on Artificial Intelligence and Statistics, 1045-1053, 2024	2	2024
Privacy-preserving data release leveraging optimal transport and particle gradient descent K Donhauser, J Abad, N Hulkund, F Yang International Conference on Machine Learning (ICML), 2024, 2024	1	2024
Detecting critical treatment effect bias in small subgroups P De Bartolomeis, J Abad, K Donhauser, F Yang Conference on Uncertainty in Artificial Intelligence (UAI), 2024, 2024		2024
Interpretability for Conditional Average Treatment Effect Estimation J Abad University of Cambridge, 2021		2021

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