Filip de Roos

According to our database, Filip de Roos authored at least 4 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

A Probabilistically Motivated Learning Rate Adaptation for Stochastic Optimization.

Filip de Roos, Carl Jidling, Adrian Wills, Thomas B. Schön, Philipp Hennig

CoRR, 2021

High-Dimensional Gaussian Process Inference with Derivatives.

Filip de Roos, Alexandra Gessner, Philipp Hennig

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization.

Filip de Roos, Philipp Hennig

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning.

Filip de Roos, Philipp Hennig

CoRR, 2017