Natalia Shepeleva

Software Competence Center Hagenberg (Austria) — Austria

Computer Science · Physical Sciences

5h-index80citations13works0.02yr avg
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Research Topics

Parallel Computing and Optimization Techniques(3), Adversarial Robustness in Machine Learning(3), Advanced Neural Network Applications(2), Advanced Memory and Neural Computing(2), Privacy-Preserving Technologies in Data(2)

Publications13 total

On the Discriminability of Samples Using Binarized ReLU Activations
Lecture notes in electrical engineering·2023· 1 cited
On a regularization of unsupervised domain adaptation in RKHS
Applied and Computational Harmonic Analysis·2021· 14 cited
The balancing principle for parameter choice in distance-regularized domain adaptation
Neural Information Processing Systems·2021· 2 cited
Beyond federated learning: On confidentiality-critical machine learning applications in industry
Procedia Computer Science·2021· 22 citedOpen Access
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy
arXiv (Cornell University)·2020Open Access
Beyond federated learning: On confidentiality-critical machine learning applications in industry.
2020
Results of the Experimental Studies of Grain Cleaning with an Air-Spiral Separator
E3S Web of Conferences·2020· 3 citedOpen Access
Optimization and deployment of CNNs at the edge
2019· 12 citedOpen Access
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project
2018· 2 citedOpen Access
Removing nuisance in tracklet data
2018
ALOHA
2018· 10 citedOpen Access
Modeling the Technological Process for Harvesting of Agricultural Produce
IOP Conference Series Earth and Environmental Science·2018· 12 citedOpen Access
Towards an Understanding of Transactional Tasks
Lecture notes in computer science·2016· 2 cited

Frequent Co-authors

Bernhard Moser(8), Werner Zellinger(6), Lukas Fischer(3), Paolo Meloni(3), Daniela Loi(3), Gianfranco Deriu(3), Andy D. Pimentel(3), Todor Stefanov(3), Svetlana Minakova(3), Francesco Conti(3), Luca Benini(3), Maura Pintor(3), Battista Biggio(3), Nikos Fragoulis(3), Ilias Theodorakopoulos(3), Michael Masin(3), Francesca Palumbo(3), Volkmar Wieser(2), Mohit Kumar(2), David James Brunner(2)