16 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2021
Shallow Representation is Deep: Learning Uncertainty-aware and Worst-case Random Feature Dynamics
Diego Agudelo-España, Yassine Nemmour, Bernhard Schölkopf +1
Random features is a powerful universal function approximator that inherits the theoretical rigor of kernel methods and can scale up to modern learning tasks. This paper views unce…
cs.LG2019★ 16 cited
Bayesian Online Prediction of Change Points
Diego Agudelo-España, Sebastian Gomez-Gonzalez, Stefan Bauer +2
Online detection of instantaneous changes in the generative process of a data sequence generally focuses on retrospective inference of such change points without considering their…