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Schulze, Sebastian
5 publications
TMLR
2025
Choose Your Model Size: Any Compression of Large Language Models Without Re-Computation
Martin Genzel
,
Patrick Putzky
,
Pengfei Zhao
,
Sebastian Schulze
,
Mattes Mollenhauer
,
Robert Seidel
,
Stefan Dietzel
,
Thomas Wollmann
AISTATS
2022
Marginalising over Stationary Kernels with Bayesian Quadrature
Saad Hamid
,
Sebastian Schulze
,
Michael A. Osborne
,
Stephen Roberts
JMLR
2021
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning
Luisa Zintgraf
,
Sebastian Schulze
,
Cong Lu
,
Leo Feng
,
Maximilian Igl
,
Kyriacos Shiarlis
,
Yarin Gal
,
Katja Hofmann
,
Shimon Whiteson
NeurIPS
2020
Bayesian Optimization for Iterative Learning
Vu Nguyen
,
Sebastian Schulze
,
Michael Osborne
ICLR
2020
VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning
Luisa Zintgraf
,
Kyriacos Shiarlis
,
Maximilian Igl
,
Sebastian Schulze
,
Yarin Gal
,
Katja Hofmann
,
Shimon Whiteson