Filip de Roos

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 6

Top Topics

Stochastic Optimization

Probabilistic Inference

Gaussian Process

Top Venues

Publications

Filip de Roos, Alexandra Gessner, Philipp Hennig
High-Dimensional Gaussian Process Inference with Derivatives. CoRR (2021)
Filip de Roos, Carl Jidling, Adrian Wills, Thomas B. Schön, Philipp Hennig
A Probabilistically Motivated Learning Rate Adaptation for Stochastic Optimization. CoRR (2021)
Filip de Roos, Alexandra Gessner, Philipp Hennig
High-Dimensional Gaussian Process Inference with Derivatives. ICML (2021)
Filip de Roos, Philipp Hennig
Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization. AISTATS (2019)
Filip de Roos, Philipp Hennig
Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization. CoRR (2019)
Filip de Roos, Philipp Hennig
Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning. CoRR (2017)