Rishabh Dudeja

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Belief Propagation

Sum Product Algorithm

Orthogonal Matrices

Message Passing

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

Publications

Rishabh Dudeja, Songbin Liu, Junjie Ma
Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise. CoRR (2024)
Rishabh Dudeja, Daniel Hsu
Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity. CoRR (2022)
Rishabh Dudeja, Subhabrata Sen, Yue M. Lu
Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices. CoRR (2022)
Rishabh Dudeja, Milad Bakhshizadeh
Universality of Linearized Message Passing for Phase Retrieval With Structured Sensing Matrices. IEEE Trans. Inf. Theory 68 (11) (2022)
Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
Spectral Method for Phase Retrieval: An Expectation Propagation Perspective. IEEE Trans. Inf. Theory 67 (2) (2021)
Rishabh Dudeja, Daniel Hsu
Statistical Query Lower Bounds for Tensor PCA. J. Mach. Learn. Res. 22 (2021)
Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices. IEEE Trans. Inf. Theory 66 (8) (2020)
Rishabh Dudeja, Milad Bakhshizadeh
Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices. CoRR (2020)
Rishabh Dudeja, Junjie Ma, Arian Maleki
Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. IEEE Trans. Inf. Theory 66 (12) (2020)
Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki
Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. CoRR (2019)
Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang
Spectral Method for Phase Retrieval: an Expectation Propagation Perspective. CoRR (2019)
Alexandr Andoni, Rishabh Dudeja, Daniel Hsu, Kiran Vodrahalli
Attribute-efficient learning of monomials over highly-correlated variables. ALT (2019)
Rishabh Dudeja, Daniel Hsu
Learning Single-Index Models in Gaussian Space. COLT (2018)