Maren Mahsereci

19 papers A 1Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian Quadrature: Gaussian Processes for Integration. CoRR Maren Mahsereci, Toni Karvonen
2025	—	`conf`	A Dictionary of Closed-Form Kernel Mean Embeddings. ProbNum François-Xavier Briol, Toni Karvonen, Alexandra Gessner, Maren Mahsereci
2025	J	`jnl`	A Dictionary of Closed-Form Kernel Mean Embeddings. CoRR François-Xavier Briol, Alexandra Gessner, Toni Karvonen, Maren Mahsereci
2025	J	`jnl`	Comparing Scale Parameter Estimators for Gaussian Process Interpolation with the Brownian Motion Prior: Leave-One-Out Cross Validation and Maximum Likelihood. SIAM/ASA J. Uncertain. Quantification Masha Naslidnyk, Motonobu Kanagawa, Toni Karvonen, Maren Mahsereci
2025	J	`jnl`	Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods. CoRR Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig
2025	J	`jnl`	Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods. Trans. Mach. Learn. Res. Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig
2023	—	`conf`	Emukit: A Python toolkit for decision making under uncertainty. SciPy Andrei Paleyes, Maren Mahsereci, Neil D. Lawrence
2021	J	`jnl`	Emulation of physical processes with Emukit. CoRR Andrei Paleyes, Mark Pullin, Maren Mahsereci, Cliff McCollum, Neil D. Lawrence, Javier González
2021	J	`jnl`	Invariant Priors for Bayesian Quadrature. CoRR Masha Naslidnyk, Javier Gonzalez, Maren Mahsereci
2021	J	`jnl`	ProbNum: Probabilistic Numerics in Python. CoRR 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
2021	J	`jnl`	Probabilistic Numerical Methods - From Theory to Implementation (Dagstuhl Seminar 21432). Dagstuhl Reports Philipp Hennig, Ilse C. F. Ipsen, Maren Mahsereci, Tim Sullivan
2020	J	`jnl`	A Fourier State Space Model for Bayesian ODE Filters. CoRR Hans Kersting, Maren Mahsereci
2019	A	`conf`	Active Multi-Information Source Bayesian Quadrature. UAI Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
2019	J	`jnl`	Active Multi-Information Source Bayesian Quadrature. CoRR Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
2017	J	`jnl`	Early Stopping without a Validation Set. CoRR Maren Mahsereci, Lukas Balles, Christoph Lassner, Philipp Hennig
2017	J	`jnl`	Probabilistic Line Searches for Stochastic Optimization. CoRR Maren Mahsereci, Philipp Hennig
2017	J	`jnl`	Probabilistic Line Searches for Stochastic Optimization. J. Mach. Learn. Res. Maren Mahsereci, Philipp Hennig
2015	—	`conf`	Probabilistic Line Searches for Stochastic Optimization. NIPS Maren Mahsereci, Philipp Hennig
2015	J	`jnl`	Probabilistic Line Searches for Stochastic Optimization. CoRR Maren Mahsereci, Philipp Hennig