Maren Mahsereci

According to our database, Maren Mahsereci authored at least 11 papers between 2017 and 2025.

Collaborative distances:

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

2025

A Dictionary of Closed-Form Kernel Mean Embeddings.

François-Xavier Briol, Alexandra Gessner, Toni Karvonen, Maren Mahsereci

CoRR, April, 2025

Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods.

Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig

Trans. Mach. Learn. Res., 2025

Comparing Scale Parameter Estimators for Gaussian Process Interpolation with the Brownian Motion Prior: Leave-One-Out Cross Validation and Maximum Likelihood.

Masha Naslidnyk, Motonobu Kanagawa, Toni Karvonen, Maren Mahsereci

SIAM/ASA J. Uncertain. Quantification, 2025

2021

Probabilistic Numerical Methods - From Theory to Implementation (Dagstuhl Seminar 21432).

Philipp Hennig, Ilse C. F. Ipsen, Maren Mahsereci, Tim Sullivan

Dagstuhl Reports, 2021

ProbNum: Probabilistic Numerics in Python.

Jonathan Wenger, Nicholas Krämer, Marvin Pförtner, Jonathan Schmidt, Nathanael Bosch, Nina Effenberger, Johannes Zenn, Alexandra Gessner, Toni Karvonen, François-Xavier Briol, Maren Mahsereci, Philipp Hennig

CoRR, 2021

Invariant Priors for Bayesian Quadrature.

Masha Naslidnyk, Javier Gonzalez, Maren Mahsereci

CoRR, 2021

Emulation of physical processes with Emukit.

Andrei Paleyes, Mark Pullin, Maren Mahsereci, Cliff McCollum, Neil D. Lawrence, Javier González

CoRR, 2021

2020

A Fourier State Space Model for Bayesian ODE Filters.

Hans Kersting, Maren Mahsereci

CoRR, 2020

2019

Active Multi-Information Source Bayesian Quadrature.

Alexandra Gessner, Javier Gonzalez, Maren Mahsereci

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2017

Probabilistic Line Searches for Stochastic Optimization.

Maren Mahsereci, Philipp Hennig

J. Mach. Learn. Res., 2017

Early Stopping without a Validation Set.

Maren Mahsereci, Lukas Balles, Christoph Lassner, Philipp Hennig

CoRR, 2017