Maren Mahsereci

According to our database, Maren Mahsereci authored at least 13 papers between 2015 and 2026.

Collaborative distances:

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

2026

Bayesian Quadrature: Gaussian Processes for Integration.

Maren Mahsereci, Toni Karvonen

CoRR, February, 2026

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

A Dictionary of Closed-Form Kernel Mean Embeddings.

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

Proceedings of the First International Conference on Probabilistic Numerics (ProbNum 2025), 2025

2023

Emukit: A Python toolkit for decision making under uncertainty.

Andrei Paleyes, Maren Mahsereci, Neil D. Lawrence

Proceedings of the 22nd Python in Science Conference, 2023

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

Early Stopping without a Validation Set.

Maren Mahsereci, Lukas Balles, Christoph Lassner, Philipp Hennig

CoRR, 2017

2015

Probabilistic Line Searches for Stochastic Optimization.

Maren Mahsereci, Philipp Hennig

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015