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ORCIDRishabh Dudeja
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2020 – today
- 2024
[j6]Rishabh Dudeja, Subhabrata Sen, Yue M. Lu:
Spectral Universality in Regularized Linear Regression With Nearly Deterministic Sensing Matrices. IEEE Trans. Inf. Theory 70(11): 7923-7951 (2024)- [i6]Rishabh Dudeja, Songbin Liu, Junjie Ma:
Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise. CoRR abs/2405.18081 (2024) - 2022
- [j5]Rishabh Dudeja
, Milad Bakhshizadeh:
Universality of Linearized Message Passing for Phase Retrieval With Structured Sensing Matrices. IEEE Trans. Inf. Theory 68(11): 7545-7574 (2022) - [i5]Rishabh Dudeja, Daniel Hsu:
Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity. CoRR abs/2204.07526 (2022) - [i4]Rishabh Dudeja, Subhabrata Sen, Yue M. Lu:
Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices. CoRR abs/2208.02753 (2022) - 2021
- [j4]Rishabh Dudeja, Daniel Hsu:
Statistical Query Lower Bounds for Tensor PCA. J. Mach. Learn. Res. 22: 83:1-83:51 (2021) - [j3]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): 1332-1355 (2021) - 2020
- [j2]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): 5182-5203 (2020) - [j1]Rishabh Dudeja, Junjie Ma, Arian Maleki:
Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. IEEE Trans. Inf. Theory 66(12): 8002-8045 (2020) - [i3]Rishabh Dudeja, Milad Bakhshizadeh:
Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices. CoRR abs/2008.10503 (2020)
2010 – 2019
- 2019
- [c2]Alexandr Andoni, Rishabh Dudeja, Daniel Hsu, Kiran Vodrahalli:
Attribute-efficient learning of monomials over highly-correlated variables. ALT 2019: 127-161 - [i2]Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang:
Spectral Method for Phase Retrieval: an Expectation Propagation Perspective. CoRR abs/1903.02505 (2019) - [i1]Rishabh Dudeja, Milad Bakhshizadeh, Junjie Ma, Arian Maleki:
Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. CoRR abs/1903.02676 (2019) - 2018
- [c1]Rishabh Dudeja, Daniel Hsu:
Learning Single-Index Models in Gaussian Space. COLT 2018: 1887-1930
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