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ORCIDRotem Mulayoff
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2020 – today
- 2024
[c8]Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon:
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank. AAAI 2024: 20328-20336- [c7]Rotem Mulayoff, Tomer Michaeli:
Exact Mean Square Linear Stability Analysis for SGD. COLT 2024: 3915-3969 - [c6]René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Stella Graßhof, Sami S. Brandt, Tomer Michaeli:
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models. FG 2024: 1-9 - [i8]Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon:
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank. CoRR abs/2402.13810 (2024) - [i7]Elias Nehme, Rotem Mulayoff, Tomer Michaeli:
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees. CoRR abs/2405.15719 (2024) - 2023
- [c5]Mor Shpigel Nacson, Rotem Mulayoff
, Greg Ongie, Tomer Michaeli, Daniel Soudry:
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks. ICLR 2023 - [i6]René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Tomer Michaeli:
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models. CoRR abs/2303.11073 (2023) - [i5]Rotem Mulayoff, Tomer Michaeli:
Exact Mean Square Linear Stability Analysis for SGD. CoRR abs/2306.07850 (2023) - [i4]Mor Shpigel Nacson, Rotem Mulayoff, Greg Ongie, Tomer Michaeli, Daniel Soudry:
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks. CoRR abs/2306.17499 (2023) - 2022
- [j2]Felix Dietrich, Or Yair, Rotem Mulayoff, Ronen Talmon, Ioannis G. Kevrekidis:
Spectral Discovery of Jointly Smooth Features for Multimodal Data. SIAM J. Math. Data Sci. 4(1): 410-430 (2022) - 2021
- [c4]Rotem Mulayoff, Tomer Michaeli, Daniel Soudry:
The Implicit Bias of Minima Stability: A View from Function Space. NeurIPS 2021: 17749-17761 - 2020
- [c3]Rotem Mulayoff, Tomer Michaeli:
Unique Properties of Flat Minima in Deep Networks. ICML 2020: 7108-7118 - [i3]Rotem Mulayoff, Tomer Michaeli:
Unique Properties of Wide Minima in Deep Networks. CoRR abs/2002.04710 (2020) - [i2]Or Yair, Felix Dietrich, Rotem Mulayoff, Ronen Talmon, Ioannis G. Kevrekidis:
Spectral Discovery of Jointly Smooth Features for Multimodal Data. CoRR abs/2004.04386 (2020)
2010 – 2019
- 2019
- [j1]Rotem Mulayoff, Tomer Michaeli:
On the Minimal Overcompleteness Allowing Universal Sparse Representation. IEEE Trans. Inf. Theory 65(6): 3585-3599 (2019) - 2018
- [c2]Andrey Zhitnikov, Rotem Mulayoff, Tomer Michaeli:
Revealing Common Statistical Behaviors in Heterogeneous Populations. ICML 2018: 5945-5954 - [i1]Rotem Mulayoff, Tomer Michaeli:
On the Minimal Overcompleteness Allowing Universal Sparse Representation. CoRR abs/1804.04897 (2018) - 2017
- [c1]Rotem Mulayoff, Yaakov Buchris, Israel Cohen:
Differential microphone arrays for the underwater acoustic channel. WASPAA 2017: 165-169
Coauthor Index
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