Jacob Goldberger
יעקב גולדברגר
Faculty of Engineering
Bar Ilan University, Israel
+972-3-5317053
jacob.goldberger at biu.ac.il
statistical machine learning and deep learning algorithms
My research deals with developing and analyzing efficient and effective machine learning and deep learning algorithms and applying these algorithms to a large variety of applications such as computer vision, signal processing, medical image processing, speech processing, and natural language processing.
My Google Scholar page, DBLP page and CV
Recent Deep Learning Publications:
- Weakly and semi supervised detection in medical imaging via deep dual branch net, Ran Bakalo, Jacob Goldberger and Rami Ben-Ari. Neurocomputing, vol. 421, pp. 15-25, 2021.
- perm2vec: Attentive graph permutation selection for decoding of error correction codes Avi Caciularu, Nir Raviv, Tomer Raviv, Jacob Goldberger and Yair Be'ery, IEEE J. Selected Areas Communication, vol. 39(1), pp. 79-88, 2021.
- Dynamically localizing multiple speakers based on the time-frequency domain, Hodaya Hammer, Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, EURASIP Journal on Audio, Speech, and Music Processing, 2021.
- An atlas of classifiers - A machine learning paradigm for brain MRI Segmentation, Shiri Gordon, Boris Kodner, Tal Goldfryd, Michael Sidorov, Jacob Goldberger, Tammy Riklin-Raviv, Medical, Biological Eng & Computing (MBEC), 2021.
- Factorized CRF with batch normalization based on the entire training data, Eran Goldman and Jacob Goldberger, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2021.
- Speech enhancement with mixture of deep experts with clean clustering pre-training, Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2021.
- Denoising word embeddings by averaging in a shared space, Avi Caciularu, Ido Dagan and Jacob Goldberger, *SEM: Joint Conference on Lexical and Computational Semantics, 2021.
I'm a member of the Bar-Ilan Data Science Institute.
My Erdös Number is 2.