Haim Avron
Tel Aviv University
H-index: 25
Asia-Israel
Top articles of Haim Avron
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generating and managing deep tensor neural networks | 2024/4/2 | ||
Near Optimal Reconstruction of Spherical Harmonic Expansions | Advances in Neural Information Processing Systems | Amir Zandieh Insu Han Haim Avron | 2024/2/13 |
On the Role of Initialization on the Implicit Bias in Deep Linear Networks | arXiv preprint arXiv:2402.02454 | Oria Gruber Haim Avron | 2024/2/4 |
Multi-Function Multi-Way Analog Technology for Sustainable Machine Intelligence Computation | arXiv preprint arXiv:2401.13754 | Vassilis Kalantzis Mark S Squillante Shashanka Ubaru Tayfun Gokmen Chai Wah Wu | 2024/1/24 |
Low‐rank updates of matrix square roots | Numerical Linear Algebra with Applications | Shany Shmueli Petros Drineas Haim Avron | 2024/1 |
High dimensional surrogate modeling for learning uncertainty | 2024/4/25 | ||
Quasi Monte Carlo time-frequency analysis | Journal of Mathematical Analysis and Applications | Ron Levie Haim Avron Gitta Kutyniok | 2023/2/15 |
Accelerated Quasi-Newton methods on analog crossbar hardware | 2023/10/17 | ||
Analog hardware matrix computation | 2023/1/3 | ||
Hutchinson's Estimator is Bad at Kronecker-Trace-Estimation | arXiv preprint arXiv:2309.04952 | Raphael A Meyer Haim Avron | 2023/9/10 |
Experimental design for overparameterized learning with application to single shot deep active learning | IEEE Transactions on Pattern Analysis and Machine Intelligence | Neta Shoham Haim Avron | 2023/6/16 |
Solving trust region subproblems using Riemannian optimization | Numerische Mathematik | Uria Mor Boris Shustin Haim Avron | 2023/6 |
Riemannian optimization with a preconditioning scheme on the generalized Stiefel manifold | Journal of Computational and Applied Mathematics | Boris Shustin Haim Avron | 2023/5/15 |
Manifold Free Riemannian Optimization | arXiv preprint arXiv:2209.03269 | Boris Shustin Haim Avron Barak Sober | 2022/9/7 |
Faster randomized interior point methods for tall/wide linear programs | Journal of Machine Learning Research | Agniva Chowdhury Gregory Dexter Palma London Haim Avron Petros Drineas | 2022 |
Random gegenbauer features for scalable kernel methods | Insu Han Amir Zandieh Haim Avron | 2022/6/28 | |
Dimensionality reduction of longitudinal’omics data using modern tensor factorizations | PLoS computational biology | Uria Mor Yotam Cohen Rafael Valdés-Mas Denise Kviatcovsky Eran Elinav | 2022/7/15 |
Semi-infinite linear regression and its applications | SIAM Journal on Matrix Analysis and Applications | Paz Fink Shustin Haim Avron | 2022 |
On the convergence of inexact predictor-corrector methods for linear programming | Gregory Dexter Agniva Chowdhury Haim Avron Petros Drineas | 2022/6/28 | |
Matrix sketching using analog crossbar architectures | 2022/12/6 |
Co-Authors
