Rotem Mulayoff

20 papers A* 7B 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Stability of Nonlinear Dynamics in GD and SGD: Beyond Quadratic Potentials.
CoRR
Rotem Mulayoff, Sebastian U. Stich
2024 B conf
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.
FG
René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Stella Graßhof, Sami S. Brandt, Tomer Michaeli
2024 A* conf
Exact Mean Square Linear Stability Analysis for SGD.
COLT
Rotem Mulayoff, Tomer Michaeli
2024 A* conf
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees.
NeurIPS
Elias Nehme, Rotem Mulayoff, Tomer Michaeli
2024 J jnl
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees.
CoRR
Elias Nehme, Rotem Mulayoff, Tomer Michaeli
2024 A* conf
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank.
AAAI
Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon
2024 J jnl
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank.
CoRR
Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon
2023 J jnl
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.
CoRR
René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Tomer Michaeli
2023 J jnl
Exact Mean Square Linear Stability Analysis for SGD.
CoRR
Rotem Mulayoff, Tomer Michaeli
2023 A* conf
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks.
ICLR
Mor Shpigel Nacson, Rotem Mulayoff, Greg Ongie, Tomer Michaeli, Daniel Soudry
2023 J jnl
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks.
CoRR
Mor Shpigel Nacson, Rotem Mulayoff, Greg Ongie, Tomer Michaeli, Daniel Soudry
2022 J jnl
Spectral Discovery of Jointly Smooth Features for Multimodal Data.
SIAM J. Math. Data Sci.
Felix Dietrich, Or Yair, Rotem Mulayoff, Ronen Talmon, Ioannis G. Kevrekidis
2021 A* conf
The Implicit Bias of Minima Stability: A View from Function Space.
NeurIPS
Rotem Mulayoff, Tomer Michaeli, Daniel Soudry
2020 J jnl
Spectral Discovery of Jointly Smooth Features for Multimodal Data.
CoRR
Or Yair, Felix Dietrich, Rotem Mulayoff, Ronen Talmon, Ioannis G. Kevrekidis
2020 A* conf
Unique Properties of Flat Minima in Deep Networks.
ICML
Rotem Mulayoff, Tomer Michaeli
2020 J jnl
Unique Properties of Wide Minima in Deep Networks.
CoRR
Rotem Mulayoff, Tomer Michaeli
2019 J jnl
On the Minimal Overcompleteness Allowing Universal Sparse Representation.
IEEE Trans. Inf. Theory
Rotem Mulayoff, Tomer Michaeli
2018 J jnl
On the Minimal Overcompleteness Allowing Universal Sparse Representation.
CoRR
Rotem Mulayoff, Tomer Michaeli
2018 A* conf
Revealing Common Statistical Behaviors in Heterogeneous Populations.
ICML
Andrey Zhitnikov, Rotem Mulayoff, Tomer Michaeli
2017 — conf
Differential microphone arrays for the underwater acoustic channel.
WASPAA
Rotem Mulayoff, Yaakov Buchris, Israel Cohen