13 citations · 20 across the 3 of their papers we have counts for
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cs.LG2018★ 1 cited
Infinite-Task Learning with RKHSs
Romain Brault, Alex Lambert, Zoltán Szabó +2
Machine learning has witnessed tremendous success in solving tasks depending on a single hyperparameter. When considering simultaneously a finite number of tasks, multi-task learni…
cs.LG2016★ 6 cited
Random Fourier Features for Operator-Valued Kernels
Romain Brault, Florence d'Alché-Buc, Markus Heinonen
Devoted to multi-task learning and structured output learning, operator-valued kernels provide a flexible tool to build vector-valued functions in the context of Reproducing Kernel…