Rotem Mulayoff

Orcid: 0000-0002-5991-0602

According to our database1, Rotem Mulayoff authored at least 11 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Exact Mean Square Linear Stability Analysis for SGD.
CoRR, 2023

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.
CoRR, 2023

The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Spectral Discovery of Jointly Smooth Features for Multimodal Data.
SIAM J. Math. Data Sci., 2022

2021
The Implicit Bias of Minima Stability: A View from Function Space.
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.
CoRR, 2020

Unique Properties of Flat Minima in Deep Networks.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
On the Minimal Overcompleteness Allowing Universal Sparse Representation.
IEEE Trans. Inf. Theory, 2019

2018
Revealing Common Statistical Behaviors in Heterogeneous Populations.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Differential microphone arrays for the underwater acoustic channel.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017


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