Markus Kaiser - RankMe

14 papers A* 2A 1B 1Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Ice Core Dating using Probabilistic Programming. CoRR Aditya Ravuri, Tom R. Andersson, Ieva Kazlauskaite, Will Tebbutt, Richard E. Turner, J. Scott Hosking, Neil D. Lawrence, Markus Kaiser
2022	J	`jnl`	Optimisation of a global climate model ensemble for prediction of extreme heat days. CoRR Mala Virdee, Markus Kaiser, Emily Shuckburgh, Carl Henrik Ek, Ieva Kazlauskaite
2021	—	`—`	Structured Models with Gaussian Processes. Markus Kaiser
2020	J	`jnl`	Bayesian decomposition of multi-modal dynamical systems for reinforcement learning. Neurocomputing Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2020	A	`conf`	Compositional uncertainty in deep Gaussian processes. UAI Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek
2020	A*	`conf`	Modulating Surrogates for Bayesian Optimization. ICML Erik Bodin, Markus Kaiser, Ieva Kazlauskaite, Zhenwen Dai, Neill W. Campbell, Carl Henrik Ek
2019	J	`jnl`	Compositional uncertainty in deep Gaussian processes. CoRR Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek
2019	—	`conf`	Data Association with Gaussian Processes. ECML/PKDD (2) Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2019	J	`jnl`	Interpretable Dynamics Models for Data-Efficient Reinforcement Learning. CoRR Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2019	J	`jnl`	Modulated Bayesian Optimization using Latent Gaussian Process Models. CoRR Erik Bodin, Markus Kaiser, Ieva Kazlauskaite, Neill D. F. Campbell, Carl Henrik Ek
2019	B	`conf`	interpretable dynamics models for data-efficient reinforcement learning. ESANN Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2018	A*	`conf`	Bayesian Alignments of Warped Multi-Output Gaussian Processes. NeurIPS Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2018	J	`jnl`	Multimodal Deep Gaussian Processes. CoRR Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2017	J	`jnl`	Bayesian Alignments of Warped Multi-Output Gaussian Processes. CoRR Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek