Rotem Mulayoff

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Diffusion Models

Wall Street Journal

Sparse Representation

Top Venues

IEEE Trans. Inf. Theory

Publications

Rotem Mulayoff, Tomer Michaeli
Exact Mean Square Linear Stability Analysis for SGD. COLT (2024)
Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank. AAAI (2024)
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)
Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank. CoRR (2024)
Elias Nehme, Rotem Mulayoff, Tomer Michaeli
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees. CoRR (2024)
Mor Shpigel Nacson, Rotem Mulayoff, Greg Ongie, Tomer Michaeli, Daniel Soudry
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks. CoRR (2023)
Mor Shpigel Nacson, Rotem Mulayoff, Greg Ongie, Tomer Michaeli, Daniel Soudry
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks. ICLR (2023)
René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Tomer Michaeli
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models. CoRR (2023)
Rotem Mulayoff, Tomer Michaeli
Exact Mean Square Linear Stability Analysis for SGD. CoRR (2023)
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) (2022)
Rotem Mulayoff, Tomer Michaeli, Daniel Soudry
The Implicit Bias of Minima Stability: A View from Function Space. NeurIPS (2021)
Or Yair, Felix Dietrich, Rotem Mulayoff, Ronen Talmon, Ioannis G. Kevrekidis
Spectral Discovery of Jointly Smooth Features for Multimodal Data. CoRR (2020)
Rotem Mulayoff, Tomer Michaeli
Unique Properties of Wide Minima in Deep Networks. CoRR (2020)
Rotem Mulayoff, Tomer Michaeli
Unique Properties of Flat Minima in Deep Networks. ICML (2020)
Rotem Mulayoff, Tomer Michaeli
On the Minimal Overcompleteness Allowing Universal Sparse Representation. IEEE Trans. Inf. Theory 65 (6) (2019)
Andrey Zhitnikov, Rotem Mulayoff, Tomer Michaeli
Revealing Common Statistical Behaviors in Heterogeneous Populations. ICML (2018)
Rotem Mulayoff, Tomer Michaeli
On the Minimal Overcompleteness Allowing Universal Sparse Representation. CoRR (2018)
Rotem Mulayoff, Yaakov Buchris, Israel Cohen
Differential microphone arrays for the underwater acoustic channel. WASPAA (2017)