Learning Single-Index Models in Gaussian Space. - Rishabh Dudeja; Daniel Hsu 001 (COLT, 2018)

Attribute-efficient learning of monomials over highly-correlated variables. - Alexandr Andoni; Rishabh Dudeja; Daniel Hsu 001; Kiran Vodrahalli (ALT, 2019)

Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices. - Rishabh Dudeja; Milad Bakhshizadeh; Junjie Ma 001; Arian Maleki (CoRR, 2019)

Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices. - Rishabh Dudeja; Milad Bakhshizadeh; Junjie Ma 001; Arian Maleki (IEEE Trans. Inf. Theory, 2020)

Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices. - Rishabh Dudeja; Junjie Ma 001; Arian Maleki (IEEE Trans. Inf. Theory, 2020)

Statistical Query Lower Bounds for Tensor PCA. - Rishabh Dudeja; Daniel Hsu 001 (J. Mach. Learn. Res., 2021)

Spectral Method for Phase Retrieval: An Expectation Propagation Perspective. - Junjie Ma 001; Rishabh Dudeja; Ji Xu 003; Arian Maleki; Xiaodong Wang 001 (IEEE Trans. Inf. Theory, 2021)

Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity. - Rishabh Dudeja; Daniel Hsu 001 (CoRR, 2022)

Universality of Linearized Message Passing for Phase Retrieval With Structured Sensing Matrices. - Rishabh Dudeja; Milad Bakhshizadeh (IEEE Trans. Inf. Theory, 2022)

Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise. - Rishabh Dudeja; Songbin Liu; Junjie Ma 001 (CoRR, 2024)

Spectral Universality in Regularized Linear Regression With Nearly Deterministic Sensing Matrices. - Rishabh Dudeja; Subhabrata Sen; Yue M. Lu (IEEE Trans. Inf. Theory, 2024)