Jure Sokolic

According to our database, Jure Sokolic authored at least 11 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning.

Majid Zamani, Jure Sokolic, Dai Jiang, Francesco Renna, Miguel R. D. Rodrigues, Andreas Demosthenous

IEEE Trans. Biomed. Circuits Syst., 2020

2018

BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images.

Hirohisa Oda, Holger R. Roth, Kosuke Chiba, Jure Sokolic, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Julia A. Schnabel, Kensaku Mori

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

On Deep Learning for Inverse Problems.

Jaweria Amjad, Jure Sokolic, Miguel R. D. Rodrigues

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Robust Large Margin Deep Neural Networks.

Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues

IEEE Trans. Signal Process., 2017

Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems.

Jure Sokolic, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro

CoRR, 2017

Learning to Identify While Failing to Discriminate.

Jure Sokolic, Miguel R. D. Rodrigues, Qiang Qiu, Guillermo Sapiro

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Generalization Error of Invariant Classifiers.

Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification.

Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues

IEEE Trans. Signal Process., 2016

Margin Preservation of Deep Neural Networks.

Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues

CoRR, 2016

2015

Mismatch in the classification of linear subspaces: Upper bound to the probability of error.

Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues

Proceedings of the IEEE International Symposium on Information Theory, 2015

A feature design framework for hardware efficient neural spike sorting.

Jure Sokolic, Majid Zamani, Andreas Demosthenous, Miguel R. D. Rodrigues

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015