Alexander Bauer

ORCID

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Venues

CoRR

IEEE Trans. Neural Networks Learn. Syst.

AISTATS

ICML

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin
Towards Best Practice in Explaining Neural Network Decisions with LRP. IJCNN (2020)
Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
Optimizing for Measure of Performance in Max-Margin Parsing. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. AISTATS (2019)
Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin
Towards best practice in explaining neural network decisions with LRP. CoRR (2019)
Alexander Bauer, Shinichi Nakajima
Worst-Case Polynomial-Time Exact MAP Inference on Discrete Models with Global Dependencies. CoRR (2019)
Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. CoRR (2017)
János Höner, Shinichi Nakajima, Alexander Bauer, Klaus-Robert Müller, Nico Görnitz
Minimizing Trust Leaks for Robust Sybil Detection. ICML (2017)
Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
Optimizing for Measure of Performance in Max-Margin Parsing. CoRR (2017)
Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller
Accurate Maximum-Margin Training for Parsing With Context-Free Grammars. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller
Efficient Exact Inference With Loss Augmented Objective in Structured Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Alexander Bauer, Nico Görnitz, Franziska Biegler, Klaus-Robert Müller, Marius Kloft
Efficient Algorithms for Exact Inference in Sequence Labeling SVMs. IEEE Trans. Neural Networks Learn. Syst. 25 (5) (2014)

Alexander Bauer.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Alexander Bauer