Research output per year
Research output per year
Personal profile
Research interests
- Machine and deep learning
- Signal, image, and video processing
- Optimization
- Data compression
Education/Academic qualification
PhD, Technion-Israel Institute of Technology
Master, Technion-Israel Institute of Technology
Bachelor, Technion-Israel Institute of Technology
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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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The Common Intuition to Transfer Learning Can Win or Lose: Case Studies for Linear Regression
Dar, Y., LeJeune, D. & Baraniuk, RG., 2024, In: SIAM journal on mathematics of data science. 6, 2, p. 454-480 27 p.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review
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Modular ADMM-Based Strategies for Optimized Compression, Restoration, and Distributed Representations of Visual Data
Dar, Y. & Bruckstein, A. M., 1 Jan 2023, Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging: Mathematical Imaging and Vision. p. 175-207 33 p.Technion - Israel Institute of Technology
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective
Somepalli, G., Fowl, L., Bansal, A., Yeh-Chiang, P., Dar, Y., Baraniuk, R., Goldblum, M. & Goldstein, T., 1 Jan 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. p. 13689-13698 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Double Double Descent: On Generalization Errors in Transfer Learning between Linear Regression Tasks
Dar, Y. & Baraniuk, RG., 31 Dec 2022, In: SIAM journal on mathematics of data science. p. 1447-1472 26 p.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review
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Benefiting from Duplicates of Compressed Data: Shift-Based Holographic Compression of Images
Dar, Y. & Bruckstein, A. M., 1 Mar 2021, In: Journal of Mathematical Imaging and Vision. 63, 3, p. 380-393 14 p., 3.Technion - Israel Institute of Technology
Research output: Contribution to journal › Article › peer-review
Open Access