Jure Sokolić

Metronik (Slovenia) — SI

Computer Science · Physical Sciences

7h-index438citations15works0.02yr avg
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Research Topics

Neural Networks and Applications(6), Sparse and Compressive Sensing Techniques(6), Blind Source Separation Techniques(4), Advanced Neural Network Applications(2), Face and Expression Recognition(2)

Publications15 total

Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning
IEEE Transactions on Biomedical Circuits and Systems·2020· 21 cited
On Deep Learning for Inverse Problems
2018· 8 cited
BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images
Lecture notes in computer science·2018· 89 cited
Robustness and invariance in the generalization error of deep neural networks
UCL Discovery (University College London)·2017
Learning to Identify While Failing to Discriminate
2017· 3 cited
Generalization error of deep neural networks: Role of classification margin and data structure
2017· 7 cited
Robust Large Margin Deep Neural Networks
IEEE Transactions on Signal Processing·2017· 253 citedOpen Access
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems
arXiv (Cornell University)·2017· 3 citedOpen Access
Generalization Error of Invariant Classifiers
arXiv (Cornell University)·2016· 19 citedOpen Access
Margin Preservation of Deep Neural Networks.
2016· 3 cited
Lessons from the Rademacher complexity for deep learning
UCL Discovery (University College London)·2016· 6 cited
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification
IEEE Transactions on Signal Processing·2016· 3 citedOpen Access
Generalization Error of Invariant Classifiers.
UCL Discovery (University College London)·2016· 22 cited
A feature design framework for hardware efficient neural spike sorting
2015
Mismatch in the classification of linear subspaces: Upper bound to the probability of error
2015· 1 cited

Frequent Co-authors

Miguel R. D. Rodrigues(12), Guillermo Sapiro(8), Raja Giryes(5), Francesco Renna(3), Majid Zamani(2), Andreas Demosthenous(2), Robert Calderbank(2), Qiang Qiu(2), Hirohisa Oda(1), Holger R. Roth(1), Kosuke Chiba(1), Takayuki Kitasaka(1), Masahiro Oda(1), Akinari Hinoki(1), Hiroo Uchida(1), Julia A. Schnabel(1), Kensaku Mori(1), Dai Jiang(1), Jaweria Amjad(1), R Gyries(1)