Elad Romanov

23 papers A* 2A 1B 1Journal 18
YearRankTypeTitle / Venue / Authors
2025 A* conf
Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing.
ICLR
Elad Romanov, Fangzhao Zhang, Mert Pilanci
2025 J jnl
On the Noise Sensitivity of the Randomized SVD.
IEEE Trans. Inf. Theory
Elad Romanov
2024 J jnl
Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing.
CoRR
Elad Romanov, Fangzhao Zhang, Mert Pilanci
2023 J jnl
On the Noise Sensitivity of the Randomized SVD.
CoRR
Elad Romanov
2023 J jnl
Tyler's and Maronna's M-estimators: Non-asymptotic concentration results.
J. Multivar. Anal.
Elad Romanov, Gil Kur, Boaz Nadler
2022 J jnl
Matrix Denoising with Partial Noise Statistics: Optimal Singular Value Shrinkage of Spiked F-Matrices.
CoRR
Matan Gavish, William E. Leeb, Elad Romanov
2022 A* conf
On the Role of Channel Capacity in Learning Gaussian Mixture Models.
COLT
Elad Romanov, Tamir Bendory, Or Ordentlich
2022 J jnl
On the Role of Channel Capacity in Learning Gaussian Mixture Models.
CoRR
Elad Romanov, Tamir Bendory, Or Ordentlich
2022 A conf
Spiked Covariance Estimation from Modulo-Reduced Measurements.
AISTATS
Elad Romanov, Or Ordentlich
2021 J jnl
Blind Unwrapping of Modulo Reduced Gaussian Vectors: Recovering MSBs From LSBs.
IEEE Trans. Inf. Theory
Elad Romanov, Or Ordentlich
2021 J jnl
Multi-Reference Alignment in High Dimensions: Sample Complexity and Phase Transition.
SIAM J. Math. Data Sci.
Elad Romanov, Tamir Bendory, Or Ordentlich
2021 J jnl
On Compressed Sensing of Binary Signals for the Unsourced Random Access Channel.
CoRR
Elad Romanov, Or Ordentlich
2021 J jnl
On Compressed Sensing of Binary Signals for the Unsourced Random Access Channel.
Entropy
Elad Romanov, Or Ordentlich
2021 J jnl
Optimal Spectral Shrinkage and PCA With Heteroscedastic Noise.
IEEE Trans. Inf. Theory
William E. Leeb, Elad Romanov
2021 — —
Selected Problems in Signal Estimation and Recovery : By Elad Romanov. (כותר נוסף בעברית: בעיות נבחרות בשערוך אותות).
Elad Romanov
2021 J jnl
Spiked Covariance Estimation from Modulo-Reduced Measurements.
CoRR
Elad Romanov, Or Ordentlich
2020 J jnl
Multi-reference alignment in high dimensions: sample complexity and phase transition.
CoRR
Elad Romanov, Tamir Bendory, Or Ordentlich
2019 J jnl
Above the Nyquist Rate, Modulo Folding Does Not Hurt.
CoRR
Elad Romanov, Or Ordentlich
2019 J jnl
Above the Nyquist Rate, Modulo Folding Does Not Hurt.
IEEE Signal Process. Lett.
Elad Romanov, Or Ordentlich
2019 B conf
Blind Unwrapping of Modulo Reduced Gaussian Vectors: Recovering MSBs from LSBs.
ISIT
Elad Romanov, Or Ordentlich
2019 J jnl
Blind Unwrapping of Modulo Reduced Gaussian Vectors: Recovering MSBs from LSBs.
CoRR
Elad Romanov, Or Ordentlich
2018 J jnl
The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups.
CoRR
Elad Romanov, Matan Gavish
2017 J jnl
Near-optimal matrix recovery from random linear measurements.
CoRR
Elad Romanov, Matan Gavish