Jure Sokolic
Jure Sokolic
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Title
Cited by
Cited by
Year
Robust large margin deep neural networks
J Sokolić, R Giryes, G Sapiro, MRD Rodrigues
IEEE Transactions on Signal Processing 65 (16), 4265-4280, 2017
1892017
Generalization error of invariant classifiers
J Sokolic, R Giryes, G Sapiro, MRD Rodrigues
International Conference on Artificial Intelligence and Statistics (AISTATS), 2017
342017
BESNet: boundary-enhanced segmentation of cells in histopathological images
H Oda, HR Roth, K Chiba, J Sokolić, T Kitasaka, M Oda, A Hinoki, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
332018
Generalization error of deep neural networks: Role of classification margin and data structure
J Sokolić, R Giryes, G Sapiro, MRD Rodrigues
2017 International Conference on Sampling Theory and Applications (SampTA …, 2017
72017
Learning to identify while failing to discriminate
J Sokolic, Q Qiu, MRD Rodrigues, G Sapiro
Proceedings of the IEEE International Conference on Computer Vision …, 2017
52017
Accurate, very low computational complexity spike sorting using unsupervised matched subspace learning
M Zamani, J Sokolić, D Jiang, F Renna, MRD Rodrigues, ...
IEEE transactions on biomedical circuits and systems 14 (2), 221-231, 2020
42020
Learning to succeed while teaching to fail: Privacy in closed machine learning systems
J Sokolic, Q Qiu, MRD Rodrigues, G Sapiro
arXiv preprint arXiv:1705.08197, 2017
42017
Mismatch in the classification of linear subspaces: Sufficient conditions for reliable classification
J Sokolić, F Renna, R Calderbank, MRD Rodrigues
IEEE Transactions on Signal Processing 64 (12), 3035-3050, 2016
42016
Mismatch in the classification of linear subspaces: Upper bound to the probability of error
J Sokolić, F Renna, R Calderbank, MRD Rodrigues
2015 IEEE International Symposium on Information Theory (ISIT), 2201-2205, 2015
42015
On deep learning for inverse problems
J Amjad, J Sokolić, MRD Rodrigues
2018 26th European Signal Processing Conference (EUSIPCO), 1895-1899, 2018
32018
Lessons from the rademacher complexity for deep learning
J Sokolic, R Giryes, G Sapiro, MRD Rodrigues
32016
A feature design framework for hardware efficient neural spike sorting
J Sokolić, M Zamani, A Demosthenous, MRD Rodrigues
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
32015
Margin Preservation of Deep Neural Networks.
J Sokolic, R Giryes, G Sapiro, MRD Rodrigues
arXiv preprint arXiv:1605.08254, 2016
12016
Robustness and invariance in the generalization error of deep neural networks
J Sokolić
UCL (University College London), 2017
2017
Načrtovanje eksperimentov z mehkimi modeli: diplomsko delo univerzitetnega študija
J Sokolić
J. Sokolić, 2013
2013
Načrtovanje eksperimentov z mehkimi modeli: delo je pripravljeno v skladu s Pravilnikom o podeljevanju Prešernovih nagrad študentom, pod mentorstvom prof. dr. Igorja Škrjanca …
J Sokolić
J. Sokolić, 2013
2013
Design of Experiments Based on Fuzzy Model Identification with Supervised Hierarchical Clustering
J Sokolic, I Skrjanc
East West Fuzzy Colloquium 2013, 20th Zittau Fuzzy Colloquium, 198-202, 2013
2013
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Articles 1–17