Personal profile
About Me
Research:
- Machine Learning
- Deep Learning and Applications
- Feature Extraction and Selection
- Learning from Biomedical Data
Education/Academic qualification
PhD, Tel Aviv University
Oct 2012 → Jul 2017
Award Date: 1 Jul 2017
Master's Degree, Tel Aviv University
Oct 2010 → Oct 2012
Award Date: 1 Oct 2012
Bachelor
Mar 2006 → Mar 2010
Award Date: 1 Mar 2010
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Dive into the research topics where Ofir Lindenbaum is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Lorenza: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
Refael, Y., Arbel, I., Lindenbaum, O. & Tirer, T., 2026, In: Transactions on Machine Learning Research. 2026-MarchResearch output: Contribution to journal › Article › peer-review
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Unsupervised Feature Selection Through Group Discovery
Lifshitz, S., Lindenbaum, O., Mishne, G., Meir, R. & Benisty, H., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 28, p. 23496-23504 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
ADARANKGRAD: ADAPTIVE GRADIENT RANK AND MOMENTS FOR MEMORY-EFFICIENT LLMS TRAINING AND FINE-TUNING
Refael, Y., Svirsky, J., Shustin, B., Huleihel, W. & Lindenbaum, O., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 56295-56316 22 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Conditional Deep Canonical Time Warping
Eisenberg, R., Steinberg, A. & Lindenbaum, O., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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COPER: CORRELATION-BASED PERMUTATIONS FOR MULTI-VIEW CLUSTERING
Eisenberg, R., Svirsky, J. & Lindenbaum, O., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 10464-10489 26 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations