4 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 3 cited
Vector-Valued Least-Squares Regression under Output Regularity Assumptions
Luc Brogat-Motte, Alessandro Rudi, Céline Brouard +2
We propose and analyse a reduced-rank method for solving least-squares regression problems with infinite dimensional output. We derive learning bounds for our method, and study und…
cs.LG2014★ 4 cited
Learning nonparametric differential equations with operator-valued kernels and gradient matching
Markus Heinonen, Florence d'Alché-Buc
Modeling dynamical systems with ordinary differential equations implies a mechanistic view of the process underlying the dynamics. However in many cases, this knowledge is not avai…