Markus Kaiser

3 papers · 2018–2020 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird

Conferences

ICML (1) NIPS (1) UAI (1)

Top co-authors

Carl Henrik Ek (3) Neill Campbell (2) Erik Bodin (2) Ieva Kazlauskaite (2) Thomas Runkler (1) Clemens Otte (1) Ivan Ustyuzhaninov (1) Zhenwen Dai (1)

Keywords

gaussian process (2) variational inference (2) time series (1) bayesian optimization (1) latent variable (1) surrogate model (1) deep gaussian process (1) objective function (1) mean-field assumption (1) function composition (1) posterior distribution (1)

Papers

Modulating Surrogates for Bayesian Optimization ICML 2020

Compositional uncertainty in deep Gaussian processes UAI 2020

Bayesian Alignments of Warped Multi-Output Gaussian Processes NIPS 2018