The implicit bias of minima stability: A view from function space R Mulayoff, T Michaeli, D Soudry Advances in Neural Information Processing Systems 34, 17749-17761, 2021 | 44 | 2021 |
Unique Properties of Flat Minima in Deep Networks R Mulayoff, T Michaeli International Conference on Machine Learning, 7108-7118, 2020 | 40 | 2020 |
Fourier-domain beamforming and structure-based reconstruction for plane-wave imaging T Chernyakova, R Cohen, R Mulayoff, Y Sde-Chen, C Fraschini, J Bercoff, ... IEEE transactions on ultrasonics, ferroelectrics, and frequency control 65 …, 2018 | 32 | 2018 |
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models R Haas, I Huberman-Spiegelglas*, R Mulayoff*, T Michaeli The 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2023 | 19 | 2023 |
Spectral discovery of jointly smooth features for multimodal data F Dietrich, O Yair, R Mulayoff, R Talmon, IG Kevrekidis SIAM Journal on Mathematics of Data Science 4 (1), 410-430, 2022 | 12 | 2022 |
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks M Shpigel Nacson*, R Mulayoff*, G Ongie, T Michaeli, D Soudry The Eleventh International Conference on Learning Representations, https …, 2023 | 4* | 2023 |
Differential microphone arrays for the underwater acoustic channel R Mulayoff, Y Buchris, I Cohen 2017 IEEE Workshop on Applications of Signal Processing to Audio and …, 2017 | 2 | 2017 |
Exact Mean Square Linear Stability Analysis for SGD R Mulayoff, T Michaeli The 37th Annual Conference on Learning Theory (COLT 2024), 2024 | 1 | 2024 |
Revealing Common Statistical Behaviors in Heterogeneous Populations A Zhitnikov, R Mulayoff, T Michaeli International Conference on Machine Learning, 5950-5959, 2018 | 1 | 2018 |
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E Nehme, R Mulayoff, T Michaeli arXiv preprint arXiv:2405.15719, 2024 | | 2024 |
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank A Bar*, R Mulayoff*, T Michaeli, R Talmon Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), 2024 | | 2024 |
On the Minimal Overcompleteness Allowing Universal Sparse Representation R Mulayoff, T Michaeli IEEE Transactions on Information Theory 65 (6), 3585-3599, 2019 | | 2019 |
Unique Properties of Flat Minima in Deep Networks: Supplementary Material R Mulayoff, T Michaeli | | |
Supplementary materials for paper: Revealing Common Statistical Behaviors in Heterogeneous Populations A Zhitnikov, R Mulayoff, T Michaeli | | |