Research output per year
Research output per year
Personal profile
About Me
I received the Ph.D. degree in electrical engineering in 1998 from Tel-Aviv University, Israel .I was a post-doctoral fellow in the computer vision group at the Weizmann institute and later I was a post doctoral fellow in the machine learning group at the University of Toronto. In 2005 I joined the engineering department at Bar-Ilan University, Israel. My work focuses on Machine Learning algorithms. My research deals with developing and analyzing novel efficient statistical algorithms for learning and inference, and applying these algorithms to a large variety of applications such as computer vision, signal processing, medical image processing and natural language processing.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
הנדסת אלקטרוניקה
Jan 1995 → Jan 1998
מתמטיקה
Jan 1986 → Jan 1989
מדעי המחשב, Bachelor, Bar-Ilan University
Jan 1982 → Jan 1984
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An entangled mixture of variational autoencoders approach to deep clustering
Caciularu, A. & Goldberger, J., 7 Apr 2023, In: Neurocomputing. 529, p. 182-189 8 p.Research output: Contribution to journal › Article › peer-review
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Characterization of Continuous Transcriptional Heterogeneity in High-Risk Blastemal-Type Wilms’ Tumors Using Unsupervised Machine Learning
Trink, Y., Urbach, A., Dekel, B., Hohenstein, P., Goldberger, J. & Kalisky, T., Feb 2023, In: International Journal of Molecular Sciences. 24, 4, 3532.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Domain Adaptation for Speech Enhancement in a Large Domain Gap
Frenkel, L., Goldberger, J. & Chazan, S. E., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 2458-2462 5 p.Research output: Contribution to journal › Conference article › peer-review
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Adaptation of a Multi-Site Network to a New Clinical Site Via Batch-Normalization Similarity
Kasten Serlin, S., Goldberger, J. & Greenspan, H., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Calibration of Medical Imaging Classification Systems with Weight Scaling
Frenkel, L. & Goldberger, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 642-651 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13438 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
Activities
- 1 Postdoctoral Fellowship
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Postdoctoral fellowship - University of Toronto
Jacob Goldberger (Postdoctoral fellow) & Sam Roweis (Supervisor)
2003 → 2004Activity: Other › Postdoctoral Fellowship
Thesis
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The entropies of renewal systems
Author: goldberger, J. & Meir Smorodinsky , 1991Supervisor: Smorodinsky, M. (External person) (Supervisor)
Student thesis: Thesis