Kaiser, Markus

5 publications

NeurIPS 2025 ConStellaration: A Dataset of QI-like Stellarator Plasma Boundaries and Optimization Benchmarks Santiago A Cadena, Andrea Merlo, Emanuel Laude, Alexander Bauer, Atul Agrawal, Maria Pascu, Marija Savtchouk, Lukas Bonauer, Enrico Guiraud, Stuart R. Hudson, Markus Kaiser

UAI 2020 Compositional Uncertainty in Deep Gaussian Processes Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill Campbell, Carl Henrik Ek

ICML 2020 Modulating Surrogates for Bayesian Optimization Erik Bodin, Markus Kaiser, Ieva Kazlauskaite, Zhenwen Dai, Neill Campbell, Carl Henrik Ek

ECML-PKDD 2019 Data Association with Gaussian Processes Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek

NeurIPS 2018 Bayesian Alignments of Warped Multi-Output Gaussian Processes Markus Kaiser, Clemens Otte, Thomas Runkler, Carl Henrik Ek