Elad Romanov

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 19

Top Topics

Channel Capacity

Phase Transition

Noise Sensitivity

Top Venues

IEEE Trans. Inf. Theory

IEEE Signal Process. Lett.

Publications

Elad Romanov, Gil Kur, Boaz Nadler
Tyler's and Maronna's M-estimators: Non-asymptotic concentration results. J. Multivar. Anal. 196 (2023)
Elad Romanov
On the Noise Sensitivity of the Randomized SVD. CoRR (2023)
Elad Romanov, Or Ordentlich
Spiked Covariance Estimation from Modulo-Reduced Measurements. AISTATS (2022)
Elad Romanov, Tamir Bendory, Or Ordentlich
On the Role of Channel Capacity in Learning Gaussian Mixture Models. CoRR (2022)
Elad Romanov, Tamir Bendory, Or Ordentlich
On the Role of Channel Capacity in Learning Gaussian Mixture Models. COLT (2022)
Matan Gavish, William E. Leeb, Elad Romanov
Matrix Denoising with Partial Noise Statistics: Optimal Singular Value Shrinkage of Spiked F-Matrices. CoRR (2022)
William E. Leeb, Elad Romanov
Optimal Spectral Shrinkage and PCA With Heteroscedastic Noise. IEEE Trans. Inf. Theory 67 (5) (2021)
Elad Romanov, Or Ordentlich
On Compressed Sensing of Binary Signals for the Unsourced Random Access Channel. Entropy 23 (5) (2021)
Elad Romanov, Tamir Bendory, Or Ordentlich
Multi-Reference Alignment in High Dimensions: Sample Complexity and Phase Transition. SIAM J. Math. Data Sci. 3 (2) (2021)
Elad Romanov, Or Ordentlich
Spiked Covariance Estimation from Modulo-Reduced Measurements. CoRR (2021)
Elad Romanov, Or Ordentlich
Blind Unwrapping of Modulo Reduced Gaussian Vectors: Recovering MSBs From LSBs. IEEE Trans. Inf. Theory 67 (3) (2021)
Elad Romanov, Or Ordentlich
On Compressed Sensing of Binary Signals for the Unsourced Random Access Channel. CoRR (2021)
Elad Romanov, Tamir Bendory, Or Ordentlich
Multi-reference alignment in high dimensions: sample complexity and phase transition. CoRR (2020)
Elad Romanov, Or Ordentlich
Above the Nyquist Rate, Modulo Folding Does Not Hurt. CoRR (2019)
Elad Romanov, Or Ordentlich
Blind Unwrapping of Modulo Reduced Gaussian Vectors: Recovering MSBs from LSBs. CoRR (2019)
Elad Romanov, Or Ordentlich
Above the Nyquist Rate, Modulo Folding Does Not Hurt. IEEE Signal Process. Lett. 26 (8) (2019)
Elad Romanov, Or Ordentlich
Blind Unwrapping of Modulo Reduced Gaussian Vectors: Recovering MSBs from LSBs. ISIT (2019)
Elad Romanov, Matan Gavish
The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups. CoRR (2018)
Elad Romanov, Matan Gavish
Near-optimal matrix recovery from random linear measurements. CoRR (2017)