Isak Falk
Isak Falk
University College London, Istituto Italiano di Tecnologia
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Group meritocratic fairness in linear contextual bandits
R Grazzi, A Akhavan, JIF Falk, L Cella, M Pontil
Advances in Neural Information Processing Systems 35, 24392-24404, 2022
Implicit kernel meta-learning using kernel integral forms
JIT Falk, C Cilibert, M Pontil
Uncertainty in Artificial Intelligence, 652-662, 2022
Genni: Visualising the geometry of equivalences for neural network identifiability
D Lengyel, J Petangoda, I Falk, K Highnam, M Lazarou, A Kolbeinsson, ...
arXiv preprint arXiv:2011.07407, 2020
Learning the Kernel for Rare Variant Genetic Association Test
JIT Falk, M Zhao, Q Guo
Frontiers in Genetics 14, 1245238, 2023
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings
J Falk, L Bonati, P Novelli, M Parrinello, M Pontil
Advances in Neural Information Processing Systems 36, 2024
Robust meta-representation learning via global label inference and classification
R Wang, JIT Falk, M Pontil, C Ciliberto
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Kernel Meta-Learning by Leveraging Natural Data Assumptions
JIT Falk
UCL (University College London), 2023
Development of a method for the estimation of gap-junctional parameters
I Falk, Y Timofeeva
Opera Medica et Physiologica, 99-99, 2016
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