Tobias Pielok (Preferred)
Tobias Pielok
PhD student, Department of Statistics, LMU Munich
Joined
May 2021
Names
Emails
****@stat.uni-muenchen.de (Confirmed)
Personal Links
Career & Education History
PhD student
Department of Statistics, LMU Munich (lmu.de)
2020 – Present
MS student
Department of Mechanical Engineering, Technical University Munich (tum.de)
2017 – 2020
Research assistant
Max-Planck Institute (mpg.de)
2017 – 2018
Undergrad student
Department of Statistics, LMU Munich (lmu.de)
2015 – 2018
Undergrad student
Department of Mechanical Engineering, Technical University Munich (tum.de)
2010 – 2017
Advisors, Relations & Conflicts
Expertise
Bayesian optimization
, multi-objective optimization
, model-based-optimization
, multi-fidelity optimization
2020 – Present
Uncertainty quantification
, variational inference methods
, stein variational inference methods
, bayesian inference methods
, semi-implicit variational inference
2020 – Present
Publications
Co-Authors
- Anne-Laure Boulesteix
- Bernd Bischl
- Chris Kolb
- Cornelius Fritz
- Daniel Dold
- David Rügamer
- Difan Deng
- Eduardo C. Garrido-Merchán
- Emilio Dorigatti
- Florian Karl
- Florian Pfisterer
- Jakob Richter
- Janek Thomas
- Julia Moosbauer
- Jürgen Branke
- Lennart Schneider
- Lucas Kook
- Marc Becker
- Marcel Arpogaus
- Marius Lindauer
- Martin Binder
- Michel Lang
- Philipp F. M. Baumann
- Philipp Kopper
- Philipp Schiele