Lukas Ruff (Preferred)
Lukas Ruff
Principal Researcher, Aignostics GmbH
Joined
December 2017
Names
Emails
****@lukasruff.com (Confirmed)
****@tu-berlin.de (Confirmed)
****@aignostics.com (Confirmed)
Personal Links
Career & Education History
Principal Researcher
Aignostics GmbH (aignostics.com)
2022 – Present
Researcher
Aignostics GmbH (aignostics.com)
2021 – 2022
PhD student
TU Berlin (tu-berlin.de)
2018 – 2021
PhD student
Hasso Plattner Institute (hpi.de)
2017 – 2018
MS student
Humboldt Universität Berlin (hu-berlin.de)
2015 – 2017
Undergrad student
University of Konstanz (uni-konstanz.de)
2011 – 2015
Advisors, Relations & Conflicts
Social
Max Alber
2021 – Present
Coauthor
Jacob R. Kauffmann
2020 – Present
Coauthor
Yury Zemlyanskiy
2019 – 2019
PhD Advisor
Emmanuel Müller
2018 – 2019
Coauthor
Nico Görnitz
2018 – 2019
Expertise
anomaly detection
, outlier detection
, novelty detection
, one-class classification
, one-class learning
, out-of-distribution detection
, deep anomaly detection
, deep one-class classification
2018 – Present
deep learning
, unsupervised learning
, deep anomaly detection
, autoencoders
2018 – Present
Publications
Co-Authors
- Alexander Binder
- Billy Joe Franks
- Emmanuel Müller
- Grégoire Montavon
- Hakan Bilen
- Jacob Kauffmann
- Jacob R. Kauffmann
- Jan Nikolas Morshuis
- Jannik Wolff
- Klaus Robert Muller
- Klaus-Robert Müller
- Lucas Deecke
- Marius Kloft
- Moin Nabi
- Nico Görnitz
- Penny Chong
- Philipp Liznerski
- Rahul G Krishnan
- Robert A. Vandermeulen
- Shinichi Nakajima
- Shoaib Ahmed Siddiqui
- Stephan Mandt
- Tassilo Klein
- Thomas G. Dietterich
- Thomas Schnake