Paul Hand
Paul Hand
Assistant Professor of Mathematics and Computer Science, Northeastern University
Verified email at - Homepage
Cited by
Cited by
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks
R Heckel, P Hand
International Conference on Learning Representations, 2019
Stable optimizationless recovery from phaseless linear measurements
L Demanet, P Hand
Journal of Fourier Analysis and Applications 20 (1), 199-221, 2014
Global guarantees for enforcing deep generative priors by empirical risk
P Hand, V Voroninski
IEEE Transactions on Information Theory 66 (1), 401-418, 2019
Phase retrieval under a generative prior
P Hand, O Leong, V Voroninski
Advances in Neural Information Processing Systems, 9136-9146, 2018
Invertible generative models for inverse problems: mitigating representation error and dataset bias
M Asim, M Daniels, O Leong, A Ahmed, P Hand
International Conference on Machine Learning, 399-409, 2020
An elementary proof of convex phase retrieval in the natural parameter space via the linear program PhaseMax
P Hand, V Voroninski
Communications in Mathematical Sciences 16 (7), 2047-2051, 2018
ROPTLIB: an object-oriented C++ library for optimization on Riemannian manifolds
W Huang, PA Absil, KA Gallivan, P Hand
ACM Transactions on Mathematical Software (TOMS) 44 (4), 1-21, 2018
Deriving Macroscopic Myocardial Conductivities by Homogenization of Microscopic Models
P Hand, B Griffith, C Peskin
Bulletin of Mathematical Biology 71, 1707-1726, 2009
ShapeFit and ShapeKick for Robust, Scalable Structure from Motion
T Goldstein, P Hand, C Lee, V Voroninski, S Soatto
European Conference on Computer Vision, 289-304, 2016
Compressed Sensing from Phaseless Gaussian Measurements via Linear Programming in the Natural Parameter Space
P Hand, V Voroninski
arXiv preprint arXiv:1611.05985, 2016
Homogenization of an Electrophysiological Model for a Strand of Cardiac Myocytes with Gap Junctional and Electric-Field Coupling
P Hand, C Peskin
Bulletin of Mathematical Biology 72, 1408-1424, 2010
Scaling law for recovering the sparsest element in a subspace
L Demanet, P Hand
Information and Inference, 2014
Blind deconvolution by a steepest descent algorithm on a quotient manifold
W Huang, P Hand
SIAM Journal on Imaging Sciences 11 (4), 2757-2785, 2018
Adaptive multiscale model for simulating cardiac conduction
P Hand, B Griffith
Proc. Natl. Acad. Sci USA 107, 14603-14608, 2010
A Provably Convergent Scheme for Compressive Sensing Under Random Generative Priors
W Huang, P Hand, R Heckel, V Voroninski
Journal of Fourier Analysis and Applications 27 (2), 1-34, 2021
Corruption Robust Phase Retrieval via Linear Programming
P Hand, V Voroninski
arXiv preprint arXiv:1612.03547, 2016
PhaseLift is robust to a constant fraction of arbitrary errors
P Hand
arXiv, 2015
Global Guarantees for Blind Demodulation with Generative Priors
P Hand, B Joshi
Conference on Neural Information Processing Systems, 2019
Branchhull: Convex bilinear inversion from the entrywise product of signals with known signs
A Aghasi, A Ahmed, P Hand, B Joshi
Applied and Computational Harmonic Analysis 49 (2), 636-654, 2020
Deep denoising: Rate-optimal recovery of structured signals with a deep prior
R Heckel, W Huang, P Hand, V Voroninski
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