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Linara Adilova
Linara Adilova
Bestätigte E-Mail-Adresse bei ruhr-uni-bochum.de
Titel
Zitiert von
Zitiert von
Jahr
Efficient decentralized deep learning by dynamic model averaging
M Kamp, L Adilova, J Sicking, F Hüger, P Schlicht, T Wirtz, S Wrobel
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
1112018
LDA ensembles for interactive exploration and categorization of behaviors
S Chen, N Andrienko, G Andrienko, L Adilova, J Barlet, J Kindermann, ...
IEEE transactions on visualization and computer graphics 26 (9), 2775-2792, 2019
242019
Relative Flatness and Generalization
H Petzka, M Kamp, L Adilova, C Sminchisescu, M Boley
Advances in Neural Information Processing Systems 34, 2021
14*2021
On face recognition
LR Adilova
Intellectual systems 14, 73-84, 2010
102010
Visual Analytics for Human-Centered Machine Learning
N Andrienko, G Andrienko, L Adilova, S Wrobel
IEEE Computer Graphics and Applications 42 (1), 123-133, 2022
62022
A Reparameterization-Invariant Flatness Measure for Deep Neural Networks
H Petzka, L Adilova, M Kamp, C Sminchisescu
arXiv preprint arXiv:1912.00058, 2019
52019
System Misuse Detection via Informed Behavior Clustering and Modeling
L Adilova, L Natious, S Chen, O Thonnard, M Kamp
2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019
42019
Making Efficient Use of a Domain Expert's Time in Relation Extraction
L Adilova, S Giesselbach, S Rüping
arXiv preprint arXiv:1807.04687, 2018
42018
Approaches to Uncertainty Quantification in Federated Deep Learning
F Linsner, L Adilova, S Däubener, M Kamp, A Fischer
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
32021
Leitfaden zur Gestaltung vertrauenswürdiger Künstlicher Intelligenz (KI-Prüfkatalog)
M Poretschkin, A Schmitz, M Akila, L Adilova, D Becker, AB Cremers, ...
Fraunhofer IAIS, 2021
32021
Introducing Noise in Decentralized Training of Neural Networks
L Adilova, N Paul, P Schlicht
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
32018
ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020 …
I Koprinska, M Kamp, A Appice, C Loglisci, L Antonie, A Zimmermann, ...
Springer Nature, 2021
22021
Resource-constrained on-device learning by dynamic averaging
L Heppe, M Kamp, L Adilova, D Heinrich, N Piatkowski, K Morik
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
22020
Information-Theoretic Perspective of Federated Learning
L Adilova, J Rosenzweig, M Kamp
arXiv preprint arXiv:1911.07652, 2019
22019
Novelty Detection in Sequential Data by Informed Clustering and Modeling
L Adilova, S Chen, M Kamp
arXiv preprint arXiv:2103.03943, 2021
12021
Management System Support for Trustworthy Artificial Intelligence
M Mock, A Schmitz, L Adilova, D Becker, AB Cremers, M Poretschkin
Fraunhofer IAIS, 2021
12021
Designing visualisation enhancements for siem systems
PH Nguyen, S Chen, N Andrienko, M Kamp, L Adilova, G Andrienko, ...
2018 IEEE Symposium on Visualization for Cyber Security (VizSec)(Poster …, 2018
12018
Re-interpreting Rules Interpretability
L Adilova, M Kamp, G Andrienko, N Andrienko
2022
Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings …
M Kamp, I Koprinska, A Bibal, T Bouadi, B Frénay, L Galárraga, J Oramas, ...
Springer Nature, 2021
2021
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation
L Adilova, E Schulz, M Akila, S Houben, JD Schneider, F Huger, T Wirtz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
2021
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