Maren Mahsereci

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 12

Top Topics

Physical Processes

State Space Model

Stochastic Optimization

Top Venues

J. Mach. Learn. Res.

Publications

Andrei Paleyes, Mark Pullin, Maren Mahsereci, Cliff McCollum, Neil D. Lawrence, Javier Gonzalez
Emulation of physical processes with Emukit. CoRR (2021)
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
ProbNum: Probabilistic Numerics in Python. CoRR (2021)
Masha Naslidnyk, Javier Gonzalez, Maren Mahsereci
Invariant Priors for Bayesian Quadrature. CoRR (2021)
Philipp Hennig, Ilse C. F. Ipsen, Maren Mahsereci, Tim Sullivan
Probabilistic Numerical Methods - From Theory to Implementation (Dagstuhl Seminar 21432). Dagstuhl Reports 11 (9) (2021)
Hans Kersting, Maren Mahsereci
A Fourier State Space Model for Bayesian ODE Filters. CoRR (2020)
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active Multi-Information Source Bayesian Quadrature. CoRR (2019)
Alexandra Gessner, Javier Gonzalez, Maren Mahsereci
Active Multi-Information Source Bayesian Quadrature. UAI (2019)
Maren Mahsereci, Philipp Hennig
Probabilistic Line Searches for Stochastic Optimization. CoRR (2017)
Maren Mahsereci, Philipp Hennig
Probabilistic Line Searches for Stochastic Optimization. J. Mach. Learn. Res. 18 (2017)
Maren Mahsereci, Lukas Balles, Christoph Lassner, Philipp Hennig
Early Stopping without a Validation Set. CoRR (2017)
Maren Mahsereci, Philipp Hennig
Probabilistic Line Searches for Stochastic Optimization. NIPS (2015)
Maren Mahsereci, Philipp Hennig
Probabilistic Line Searches for Stochastic Optimization. CoRR (2015)