Rotem Mulayoff

According to our database, Rotem Mulayoff authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hierarchical Uncertainty Exploration via Feedforward Posterior Trees.

Elias Nehme, Rotem Mulayoff, Tomer Michaeli

CoRR, 2024

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.

René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Stella Graßhof, Sami S. Brandt, Tomer Michaeli

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Exact Mean Square Linear Stability Analysis for SGD.

Rotem Mulayoff, Tomer Michaeli

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank.

Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.

René Haas, Inbar Huberman-Spiegelglas, Rotem Mulayoff, Tomer Michaeli

CoRR, 2023

The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks.

Mor Shpigel Nacson, Rotem Mulayoff, Greg Ongie, Tomer Michaeli, Daniel Soudry

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Spectral Discovery of Jointly Smooth Features for Multimodal Data.

Felix Dietrich, Or Yair, Rotem Mulayoff, Ronen Talmon, Ioannis G. Kevrekidis

SIAM J. Math. Data Sci., 2022

2021

The Implicit Bias of Minima Stability: A View from Function Space.

Rotem Mulayoff, Tomer Michaeli, Daniel Soudry

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Unique Properties of Wide Minima in Deep Networks.

Rotem Mulayoff, Tomer Michaeli

CoRR, 2020

Unique Properties of Flat Minima in Deep Networks.

Rotem Mulayoff, Tomer Michaeli

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

On the Minimal Overcompleteness Allowing Universal Sparse Representation.

Rotem Mulayoff, Tomer Michaeli

IEEE Trans. Inf. Theory, 2019

2018

Revealing Common Statistical Behaviors in Heterogeneous Populations.

Andrey Zhitnikov, Rotem Mulayoff, Tomer Michaeli

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Differential microphone arrays for the underwater acoustic channel.

Rotem Mulayoff, Yaakov Buchris, Israel Cohen

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017