Maren Mahsereci
Maren Mahsereci
Amazon Research
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Probabilistic line searches for stochastic optimization
M Mahsereci, P Hennig
Advances in Neural Information Processing Systems, 181-189, 2015
Early stopping without a validation set
M Mahsereci, L Balles, C Lassner, P Hennig
arXiv preprint arXiv:1703.09580, 2017
Emulation of physical processes with emukit
A Paleyes, M Pullin, M Mahsereci, N Lawrence, J González
Second Workshop on Machine Learning and the Physical Sciences, NeurIPS, 2019
Active Multi-Information Source Bayesian Quadrature
A Gessner, J Gonzalez, M Mahsereci
Conference on Uncertainty in Artificial Intelligence (UAI), 2019
Spectral analysis of PG 1034+ 001, the exciting star of Hewett 1
M Mahsereci, E Ringat, T Rauch, K Werner, JW Kruk
IAU Symposium 283, 426-427, 2012
Automating stochastic optimization with gradient variance estimates
L Balles, M Mahsereci, P Hennig
ICML AutoML Workshop, 13, 2017
A Fourier State Space Model for Bayesian ODE Filters
H Kersting, M Mahsereci
arXiv preprint arXiv:2007.09118, 2020
Probabilistic Approaches to Stochastic Optimization
M Mahsereci
Eberhard Karls Universität Tübingen Tübingen, 2018
Spectral Analysis of PG 1034+ 001, the Exciting Star of Hewett 1
JW Kruk, M Mahsereci, E Ringat, T Rauch, K Werner
Probabilistic Line Searches for Stochastic Optimization—Supplementary Material—
M Mahsereci, P Hennig
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