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:
- Multilingual word translation using auxiliary languages. Hagai Taitelbaum, Gal Chechik and Jacob Goldberger, Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019.
- A multi-pairwise extension of procrustes analysis for multilingual word translation. Hagai Taitelbaum, Gal Chechik and Jacob Goldberger, Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019.
- Precise detection in densely packed scenes. Eran Goldman, Roei Herzig, Aviv Eisenschtat, Jacob Goldberger and Tal Hassner, IEEE Computer Vision and Pattern Recognition (CVPR), 2019. data and code
- Aligning vector-spaces with noisy supervised lexicon. Noa Yehezkel Lubin, Jacob Goldberger and Yoav Goldberg, North American Chapter of the Association for Computational Linguistics (NAACL), 2019.
- A soft STAPLE algorithm combined with anatomical knowledge. Eytan Kats, Jacob Goldberger and Hayit Greenspan, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.
I'm a member of the Bar-Ilan Data Science Institute.
My Erdös Number is 2.