default search action
Alexander Schulz 0001
Person information
- affiliation: Bielefeld University, CITEC Centre of Excellence, Germany
Other persons with the same name
- Alexander Schulz 0002 — Technische Universität Wien, Austria
- Alexander Schulz 0003 — Hamburg University of Applied Sciences, Germany
- Alexander Schulz 0004 — University of Stuttgart, HLRS, Germany
- Alexander Schulz 0005 — Technische Universität Berlin, Germany
- Alexander Schulz 0006 — Helmholtz Centre for Polar and Marine Research, Alfred Wegener Institute, Potsdam, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c30]Nils Grimmelsmann, Malte Mechtenberg, Markus Vieth, Alexander Schulz, Barbara Hammer, Axel Schneider:
Predicting the Level of Co-Activation of One Muscle Head from the Other Muscle Head of the Biceps Brachii Muscle by Linear Regression and Shallow Feedforward Neural Networks. BIOSTEC (1) 2024: 611-621 - [c29]Sarah Schröder, Alexander Schulz, Fabian Hinder, Barbara Hammer:
Semantic Properties of Cosine Based Bias Scores for Word Embeddings. ICPRAM 2024: 160-168 - [c28]Sarah Schröder, Alexander Schulz, Barbara Hammer:
The SAME score: Improved cosine based measure for semantic bias. IJCNN 2024: 1-8 - [i13]Sarah Schröder, Alexander Schulz, Fabian Hinder, Barbara Hammer:
Semantic Properties of cosine based bias scores for word embeddings. CoRR abs/2401.15499 (2024) - [i12]Philip Kenneweg, Sarah Schröder, Alexander Schulz, Barbara Hammer:
Debiasing Sentence Embedders through Contrastive Word Pairs. CoRR abs/2403.18555 (2024) - [i11]Isaac Roberts, Alexander Schulz, Luca Hermes, Barbara Hammer:
Targeted Visualization of the Backbone of Encoder LLMs. CoRR abs/2403.18872 (2024) - [i10]Philip Kenneweg, Alexander Schulz, Sarah Schröder, Barbara Hammer:
Intelligent Learning Rate Distribution to reduce Catastrophic Forgetting in Transformers. CoRR abs/2404.01317 (2024) - 2023
- [j8]Johannes Kummert, Alexander Schulz, Barbara Hammer:
Metric Learning with Self-Adjusting Memory for Explaining Feature Drift. SN Comput. Sci. 4(4): 376 (2023) - [c27]Aleksei Liuliakov, Alexander Schulz, Luca Hermes, Barbara Hammer:
One-Class Intrusion Detection with Dynamic Graphs. ICANN (4) 2023: 537-549 - [c26]André Artelt, Alexander Schulz, Barbara Hammer:
"Why Here and not There?": Diverse Contrasting Explanations of Dimensionality Reduction. ICPRAM 2023: 27-38 - [c25]Philip Kenneweg, Sarah Schröder, Alexander Schulz, Barbara Hammer:
Debiasing Sentence Embedders Through Contrastive Word Pairs. ICPRAM 2023: 205-212 - [c24]Sarah Schröder, Alexander Schulz, Philip Kenneweg, Barbara Hammer:
So Can We Use Intrinsic Bias Measures or Not? ICPRAM 2023: 403-410 - [c23]Markus Vieth, Alexander Schulz, Barbara Hammer:
Extending Drift Detection Methods to Identify When Exactly the Change Happened. IWANN (1) 2023: 92-104 - [c22]Sarah Schröder, Alexander Schulz, Ivan Tarakanov, Robert Feldhans, Barbara Hammer:
Measuring Fairness with Biased Data: A Case Study on the Effects of Unsupervised Data in Fairness Evaluation. IWANN (1) 2023: 134-145 - [c21]Robert Feldhans, Alexander Schulz, Johannes Kummert, Moriz Habigt, Maike Stemmler, Christina Kohler, Dirk Abel, Rolf Rossaint, Barbara Hammer:
Data Augmentation for Cardiovascular Time Series Data Using WaveNet. SSCI 2023: 836-841 - [c20]Johannes Kummert, Alexander Schulz, Robert Feldhans, Moriz Habigt, Maike Stemmler, Christina Kohler, Dirk Abel, Rolf Rossaint, Barbara Hammer:
Generating Cardiovascular Data to Improve Training of Assistive Heart Devices. SSCI 2023: 1292-1297 - 2022
- [j7]Benjamin Paaßen, Alexander Schulz, Barbara Hammer:
Reservoir stack machines. Neurocomputing 470: 352-364 (2022) - [j6]Benjamin Paaßen, Alexander Schulz, Terrence C. Stewart, Barbara Hammer:
Reservoir Memory Machines as Neural Computers. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2575-2585 (2022) - [c19]Philip Kenneweg, Alexander Schulz, Sarah Schröder, Barbara Hammer:
Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers. IDEAL 2022: 252-261 - [i9]Lisa Langnickel, Alexander Schulz, Barbara Hammer, Juliane Fluck:
BERT WEAVER: Using WEight AVERaging to Enable Lifelong Learning for Transformer-based Models. CoRR abs/2202.10101 (2022) - [i8]Sarah Schröder, Alexander Schulz, Philip Kenneweg, Robert Feldhans, Fabian Hinder, Barbara Hammer:
The SAME score: Improved cosine based bias score for word embeddings. CoRR abs/2203.14603 (2022) - [i7]André Artelt, Alexander Schulz, Barbara Hammer:
"Why Here and Not There?" - Diverse Contrasting Explanations of Dimensionality Reduction. CoRR abs/2206.07391 (2022) - 2021
- [j5]Johannes Kummert, Alexander Schulz, Tim Redick, Nassim Ayoub, Ali Modabber, Dirk Abel, Barbara Hammer:
Efficient Reject Options for Particle Filter Object Tracking in Medical Applications. Sensors 21(6): 2114 (2021) - [i6]Benjamin Paaßen, Alexander Schulz, Barbara Hammer:
Reservoir Stack Machines. CoRR abs/2105.01616 (2021) - [i5]Sarah Schröder, Alexander Schulz, Philip Kenneweg, Robert Feldhans, Fabian Hinder, Barbara Hammer:
Evaluating Metrics for Bias in Word Embeddings. CoRR abs/2111.07864 (2021) - 2020
- [c18]Benjamin Paassen, Alexander Schulz:
Reservoir memory machines. ESANN 2020: 567-572 - [c17]Alexander Schulz, Fabian Hinder, Barbara Hammer:
DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction. IJCAI 2020: 2305-2311 - [i4]Benjamin Paassen, Alexander Schulz:
Reservoir memory machines. CoRR abs/2003.04793 (2020) - [i3]Benjamin Paaßen, Alexander Schulz, Terrence C. Stewart, Barbara Hammer:
Reservoir Memory Machines as Neural Computers. CoRR abs/2009.06342 (2020)
2010 – 2019
- 2019
- [i2]Alexander Schulz, Fabian Hinder, Barbara Hammer:
DeepView: Visualizing the behavior of deep neural networks in a part of the data space. CoRR abs/1909.09154 (2019) - 2018
- [j4]Benjamin Paaßen, Alexander Schulz, Janne Hahne, Barbara Hammer:
Expectation maximization transfer learning and its application for bionic hand prostheses. Neurocomputing 298: 122-133 (2018) - [c16]Alexander Schulz, Jeffrey Frederic Queißer, Hisashi Ishihara, Minoru Asada:
Transfer Learning of Complex Motor Skills on the Humanoid Robot Affetto. ICDL-EPIROB 2018: 72-77 - 2017
- [j3]Alexander Schulz, Johannes Brinkrolf, Barbara Hammer:
Efficient kernelisation of discriminative dimensionality reduction. Neurocomputing 268: 34-41 (2017) - [c15]Cosima Prahm, Alexander Schulz, Benjamin Paaßen, Oskar Aszmann, Barbara Hammer, Georg Dorffner:
Echo State Networks as Novel Approach for Low-Cost Myoelectric Control. AIME 2017: 338-342 - [c14]Benjamin Paassen, Alexander Schulz, Janne Hahne, Barbara Hammer:
An EM transfer learning algorithm with applications in bionic hand prostheses. ESANN 2017 - [c13]Kolja Berger, Alexander Schulz, Benjamin Paaßen, Barbara Hammer:
Linear supervised transfer learning for the large margin nearest neighbor classifier. SSCI 2017: 1-6 - [i1]Benjamin Paaßen, Alexander Schulz, Janne Hahne, Barbara Hammer:
Expectation maximization transfer learning and its application for bionic hand prostheses. CoRR abs/1711.09256 (2017) - 2016
- [c12]Alexander Schulz, Barbara Hammer:
Discriminative dimensionality reduction in kernel space. ESANN 2016 - 2015
- [j2]Andrej Gisbrecht, Alexander Schulz, Barbara Hammer:
Parametric nonlinear dimensionality reduction using kernel t-SNE. Neurocomputing 147: 71-82 (2015) - [j1]Alexander Schulz, Andrej Gisbrecht, Barbara Hammer:
Using Discriminative Dimensionality Reduction to Visualize Classifiers. Neural Process. Lett. 42(1): 27-54 (2015) - [c11]Alexander Schulz, Barbara Hammer:
Visualization of Regression Models Using Discriminative Dimensionality Reduction. CAIP (2) 2015: 437-449 - [c10]Patrick Blöbaum, Alexander Schulz, Barbara Hammer:
Unsupervised Dimensionality Reduction for Transfer Learning. ESANN 2015 - [c9]Alexander Schulz, Barbara Hammer:
Metric Learning in Dimensionality Reduction. ICPRAM (1) 2015: 232-239 - [c8]Alexander Schulz, Barbara Hammer:
Discriminative dimensionality reduction for regression problems using the Fisher metric. IJCNN 2015: 1-8 - [c7]Alexander Schulz, Bassam Mokbel, Michael Biehl, Barbara Hammer:
Inferring Feature Relevances From Metric Learning. SSCI 2015: 1599-1606 - 2014
- [c6]Benoît Frénay, Daniela Hofmann, Alexander Schulz, Michael Biehl, Barbara Hammer:
Valid interpretation of feature relevance for linear data mappings. CIDM 2014: 149-156 - [c5]Alexander Schulz, Andrej Gisbrecht, Barbara Hammer:
Relevance Learning for Dimensionality Reduction. ESANN 2014 - 2013
- [c4]Barbara Hammer, Andrej Gisbrecht, Alexander Schulz:
Applications of Discriminative Dimensionality Reduction. ICPRAM 2013: 33-41 - [c3]Andrej Gisbrecht, Alexander Schulz, Barbara Hammer:
Discriminative Dimensionality Reduction for the Visualization of Classifiers. ICPRAM (Selected Papers) 2013: 39-56 - [c2]Alexander Schulz, Andrej Gisbrecht, Barbara Hammer:
Using Nonlinear Dimensionality Reduction to Visualize Classifiers. IWANN (1) 2013: 59-68 - 2012
- [c1]Barbara Hammer, Andrej Gisbrecht, Alexander Schulz:
How to Visualize Large Data Sets? WSOM 2012: 1-12
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-04 20:04 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint