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Alexander Bauer
Alexander Bauer
Bestätigte E-Mail-Adresse bei tu-berlin.de
Titel
Zitiert von
Zitiert von
Jahr
Towards best practice in explaining neural network decisions with LRP
M Kohlbrenner, A Bauer, S Nakajima, A Binder, W Samek, S Lapuschkin
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
1532020
Efficient algorithms for exact inference in sequence labeling SVMs
A Bauer, N Gornitz, F Biegler, KR Muller, M Kloft
IEEE transactions on neural networks and learning systems 25 (5), 870-881, 2013
242013
Minimizing trust leaks for robust sybil detection
J Höner, S Nakajima, A Bauer, KR Müller, N Görnitz
International Conference on Machine Learning, 1520-1528, 2017
162017
Accurate maximum-margin training for parsing with context-free grammars
A Bauer, M Braun, KR Müller
IEEE transactions on neural networks and learning systems 28 (1), 44-56, 2015
132015
Efficient exact inference with loss augmented objective in structured learning
A Bauer, S Nakajima, KR Müller
IEEE Transactions on Neural Networks and Learning Systems 28 (11), 2566-2579, 2016
82016
Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs
A Bauer, S Nakajima, N Görnitz, KR Müller
AISTATS 89, 1696--1703, 2019
62019
Self-Supervised Training with Autoencoders for Visual Anomaly Detection
A Bauer
http://arxiv.org/abs/2206.11723, 2022
42022
Optimizing for Measure of Performance in Max-Margin Parsing
A Bauer, S Nakajima, N Görnitz, KR Müller
IEEE Transactions on Neural Networks and Learning Systems, 1-5, 2019
42019
Polynomial-Time Constrained Message Passing for Exact MAP Inference on Discrete Models with Global Dependencies
A Bauer, S Nakajima, KR Müller
Mathematics 11 (12), 2023
12023
Universal exact algorithm for globally augmented MAP inference in structured prediction
A Bauer
PQDT-Global, 2017
2017
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