Paul Hand

发表

Bilinear Compressed Sensing Under Known Signs via Convex Programming

Ali Ahmed, Alireza Aghasi, Paul Hand, 2019, IEEE Transactions on Signal Processing.

ShapeFit: Exact Location Recovery from Corrupted Pairwise Directions pdf

Vladislav Voroninski, Paul Hand, Choongbum Lee, 2015, ArXiv.

Robust phaselift for phase retrieval under corruptions

Paul Hand, Thang Huynh, Paul Hand, 2016, 2016 50th Asilomar Conference on Signals, Systems and Computers.

BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs pdf

Ali Ahmed, Alireza Aghasi, Paul Hand, 2017, Applied and Computational Harmonic Analysis.

Phase Retrieval Under a Generative Prior

Vladislav Voroninski, Paul Hand, Oscar Leong, 2018, NeurIPS.

Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming

Ali Ahmed, Alireza Aghasi, Paul Hand, 2019, J. Mach. Learn. Res..

Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk

Vladislav Voroninski, Paul Hand, Paul Hand, 2017, IEEE Transactions on Information Theory.

Deep Denoising: Rate-Optimal Recovery of Structured Signals with a Deep Prior pdf

Reinhard Heckel, Wen Huang, Vladislav Voroninski, 2018, ArXiv.

Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks pdf

Reinhard Heckel, Paul Hand, Paul Hand, 2018, ICLR.

Convex inversion of the entrywise product of real signals with known signs

Ali Ahmed, Alireza Aghasi, Paul Hand, 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

Recovering the Sparsest Element in a Subspace

Laurent Demanet, Paul Hand, L. Demanet, 2013, 1310.1654.

Blind Deconvolution by a Steepest Descent Algorithm on a Quotient Manifold

Wen Huang, Paul Hand, Paul Hand, 2017, SIAM J. Imaging Sci..

ShapeFit and ShapeKick for Robust, Scalable Structure from Motion pdf

Stefano Soatto, Thomas Goldstein, Vladislav Voroninski, 2016, ECCV.

An Elementary Proof of Convex Phase Retrieval in the Natural Parameter Space via the Linear Program PhaseMax pdf

Vladislav Voroninski, Paul Hand, Paul Hand, 2016, ArXiv.

Invertible generative models for inverse problems: mitigating representation error and dataset bias pdf

Ali Ahmed, Muhammad Asim, Paul Hand, 2019, ICML.

A convex program for bilinear inversion of sparse vectors pdf

Ali Ahmed, Alireza Aghasi, Paul Hand, 2016, NeurIPS.

Exact Simultaneous Recovery of Locations and Structure from Known Orientations and Corrupted Point Correspondences

Vladislav Voroninski, Paul Hand, Choongbum Lee, 2015, Discret. Comput. Geom..

Compressed Sensing from Phaseless Gaussian Measurements via Linear Programming in the Natural Parameter Space pdf

Vladislav Voroninski, Paul Hand, Paul Hand, 2016, ArXiv.

Blind Deconvolutional Phase Retrieval via Convex Programming pdf

Ali Ahmed, Alireza Aghasi, Paul Hand, 2018, NeurIPS.

Global Guarantees for Blind Demodulation with Generative Priors

Paul Hand, Babhru Joshi, Paul Hand, 2019, NeurIPS.

Corruption Robust Phase Retrieval via Linear Programming pdf

Vladislav Voroninski, Paul Hand, Paul Hand, 2016, ArXiv.

Rate-Optimal Denoising with Deep Neural Networks

Reinhard Heckel, Wen Huang, Vladislav Voroninski, 2018 .

ROPTLIB

Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan, 2018, ACM Trans. Math. Softw..

Optimal Sample Complexity of Gradient Descent for Amplitude Flow via Non-Lipschitz Matrix Concentration pdf

Vladislav Voroninski, Paul Hand, Oscar Leong, 2020, Communications in Mathematical Sciences.

Score-based Generative Neural Networks for Large-Scale Optimal Transport pdf

Tyler Maunu, Paul Hand, Max Daniels, 2021, NeurIPS.

PhaseLift is robust to a constant fraction of arbitrary errors

Paul Hand, Paul Hand, 2015, 1502.04241.

A Provably Convergent Scheme for Compressive Sensing Under Random Generative Priors

Reinhard Heckel, Wen Huang, Vladislav Voroninski, 2018, Journal of Fourier Analysis and Applications.

A Convex Program for Mixed Linear Regression with a Recovery Guarantee for Well-Separated Data

Paul Hand, Babhru Joshi, Paul Hand, 2016, 1612.06067.

Conditions for existence of dual certificates in rank-one semidefinite problems

Paul Hand, Paul Hand, 2013, 1303.1598.