Alexander Bauer

13 papers A* 1A 1B 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Noise & pattern: identity-anchored Tikhonov regularization for robust structural anomaly detection. CoRR Alexander Bauer, Klaus-Robert Müller
2020	J	`jnl`	Optimizing for Measure of Performance in Max-Margin Parsing. IEEE Trans. Neural Networks Learn. Syst. Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
2020	B	`conf`	Towards Best Practice in Explaining Neural Network Decisions with LRP. IJCNN Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin
2019	A	`conf`	Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. AISTATS Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
2019	J	`jnl`	Towards best practice in explaining neural network decisions with LRP. CoRR Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin
2019	J	`jnl`	Worst-Case Polynomial-Time Exact MAP Inference on Discrete Models with Global Dependencies. CoRR Alexander Bauer, Shinichi Nakajima
2017	J	`jnl`	Accurate Maximum-Margin Training for Parsing With Context-Free Grammars. IEEE Trans. Neural Networks Learn. Syst. Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller
2017	J	`jnl`	Efficient Exact Inference With Loss Augmented Objective in Structured Learning. IEEE Trans. Neural Networks Learn. Syst. Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller
2017	A*	`conf`	Minimizing Trust Leaks for Robust Sybil Detection. ICML János Höner, Shinichi Nakajima, Alexander Bauer, Klaus-Robert Müller, Nico Görnitz
2017	J	`jnl`	Optimizing for Measure of Performance in Max-Margin Parsing. CoRR Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
2017	J	`jnl`	Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. CoRR Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller
2017	—	`—`	Universal exact algorithm for globally augmented MAP inference in structured prediction. Alexander Bauer
2014	J	`jnl`	Efficient Algorithms for Exact Inference in Sequence Labeling SVMs. IEEE Trans. Neural Networks Learn. Syst. Alexander Bauer, Nico Görnitz, Franziska Biegler, Klaus-Robert Müller, Marius Kloft