Rishabh Dudeja

15 papers A* 1B 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
High-Dimensional Asymptotics of Differentially Private PCA.
CoRR
Youngjoo Yun, Rishabh Dudeja
2024 J jnl
Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise.
CoRR
Rishabh Dudeja, Songbin Liu, Junjie Ma
2024 J jnl
Spectral Universality in Regularized Linear Regression With Nearly Deterministic Sensing Matrices.
IEEE Trans. Inf. Theory
Rishabh Dudeja, Subhabrata Sen, Yue M. Lu
2022 J jnl
Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices.
CoRR
Rishabh Dudeja, Subhabrata Sen, Yue M. Lu
2022 J jnl
Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity.
CoRR
Rishabh Dudeja, Daniel Hsu
2022 J jnl
Universality of Linearized Message Passing for Phase Retrieval With Structured Sensing Matrices.
IEEE Trans. Inf. Theory
Rishabh Dudeja, Milad Bakhshizadeh
2021 J jnl
Spectral Method for Phase Retrieval: An Expectation Propagation Perspective.
IEEE Trans. Inf. Theory
Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
2021 J jnl
Statistical Query Lower Bounds for Tensor PCA.
J. Mach. Learn. Res.
Rishabh Dudeja, Daniel Hsu
2020 J jnl
Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices.
IEEE Trans. Inf. Theory
Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
2020 J jnl
Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices.
IEEE Trans. Inf. Theory
Rishabh Dudeja, Junjie Ma, Arian Maleki
2020 J jnl
Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices.
CoRR
Rishabh Dudeja, Milad Bakhshizadeh
2019 B conf
Attribute-efficient learning of monomials over highly-correlated variables.
ALT
Alexandr Andoni, Rishabh Dudeja, Daniel Hsu, Kiran Vodrahalli
2019 J jnl
Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices.
CoRR
Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
2019 J jnl
Spectral Method for Phase Retrieval: an Expectation Propagation Perspective.
CoRR
Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
2018 A* conf
Learning Single-Index Models in Gaussian Space.
COLT
Rishabh Dudeja, Daniel Hsu