Paul Hand - RankMe

56 papers A* 9A 1Misc 2Journal 41Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Latent Generative Models with Tunable Complexity for Compressed Sensing and other Inverse Problems. CoRR Sean Gunn, Jorio Cocola, Oliver De Candido, Vaggos Chatziafratis, Paul Hand
2025	J	`jnl`	Analysis of Overparameterization in Continual Learning under a Linear Model. CoRR Daniel Goldfarb, Paul Hand
2024	A*	`conf`	The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting - An Analytical Model. ICLR Daniel Goldfarb, Itay Evron, Nir Weinberger, Daniel Soudry, Paul Hand
2024	J	`jnl`	The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting - An Analytical Model. CoRR Daniel Goldfarb, Itay Evron, Nir Weinberger, Daniel Soudry, Paul Hand
2023	A	`conf`	Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime. AISTATS Daniel Goldfarb, Paul Hand
2023	J	`jnl`	Regularized Training of Intermediate Layers for Generative Models for Inverse Problems. Trans. Mach. Learn. Res. Sean Gunn, Jorio Cocola, Paul Hand
2022	J	`jnl`	Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime. CoRR Daniel Goldfarb, Paul Hand
2022	J	`jnl`	Guest Editorial. IEEE J. Sel. Areas Inf. Theory Paul Hand, Reinhard Heckel, Jonathan Scarlett
2022	J	`jnl`	Regularized Training of Intermediate Layers for Generative Models for Inverse Problems. CoRR Sean Gunn, Jorio Cocola, Paul Hand
2022	J	`jnl`	Theoretical Perspectives on Deep Learning Methods in Inverse Problems. CoRR Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar
2022	J	`jnl`	Theoretical Perspectives on Deep Learning Methods in Inverse Problems. IEEE J. Sel. Areas Inf. Theory Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar
2021	J	`jnl`	Generator Surgery for Compressed Sensing. CoRR Niklas Smedemark-Margulies, Jung Yeon Park, Max Daniels, Rose Yu, Jan-Willem van de Meent, Paul Hand
2021	J	`jnl`	No Statistical-Computational Gap in Spiked Matrix Models with Generative Network Priors. Entropy Jorio Cocola, Paul Hand, Vladislav Voroninski
2021	A*	`conf`	Score-based Generative Neural Networks for Large-Scale Optimal Transport. NeurIPS Grady Daniels, Tyler Maunu, Paul Hand
2021	J	`jnl`	Score-based Generative Neural Networks for Large-Scale Optimal Transport. CoRR Max Daniels, Tyler Maunu, Paul Hand
2020	J	`jnl`	Bilinear Compressed Sensing Under Known Signs via Convex Programming. IEEE Trans. Signal Process. Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2020	J	`jnl`	Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors. CoRR Paul Hand, Oscar Leong, Vladislav Voroninski
2020	—	`conf`	Global Convergence of Sobolev Training for Overparameterized Neural Networks. LOD (1) Jorio Cocola, Paul Hand
2020	J	`jnl`	Global Convergence of Sobolev Training for Overparametrized Neural Networks. CoRR Jorio Cocola, Paul Hand
2020	J	`jnl`	Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. IEEE Trans. Inf. Theory Paul Hand, Vladislav Voroninski
2020	A*	`conf`	Invertible generative models for inverse problems: mitigating representation error and dataset bias. ICML Muhammad Asim, Max Daniels, Oscar Leong, Ali Ahmed, Paul Hand
2020	J	`jnl`	Nonasymptotic Guarantees for Low-Rank Matrix Recovery with Generative Priors. CoRR Jorio Cocola, Paul Hand, Vladislav Voroninski
2020	A*	`conf`	Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors. NeurIPS Jorio Cocola, Paul Hand, Vladislav Voroninski
2020	J	`jnl`	Optimal Sample Complexity of Gradient Descent for Amplitude Flow via Non-Lipschitz Matrix Concentration. CoRR Paul Hand, Oscar Leong, Vladislav Voroninski
2020	J	`jnl`	Reducing the Representation Error of GAN Image Priors Using the Deep Decoder. CoRR Max Daniels, Paul Hand, Reinhard Heckel
2019	J	`jnl`	Bilinear Compressed Sensing under known Signs via Convex Programming. CoRR Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2019	—	`conf`	Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks. ICLR (Poster) Reinhard Heckel, Paul Hand
2019	A*	`conf`	Global Guarantees for Blind Demodulation with Generative Priors. NeurIPS Paul Hand, Babhru Joshi
2019	J	`jnl`	Global Guarantees for Blind Demodulation with Generative Priors. CoRR Paul Hand, Babhru Joshi
2019	J	`jnl`	Invertible generative models for inverse problems: mitigating representation error and dataset bias. CoRR Muhammad Asim, Ali Ahmed, Paul Hand
2019	J	`jnl`	Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming. CoRR Ali Ahmed, Alireza Aghasi, Paul Hand
2019	J	`jnl`	Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming. J. Mach. Learn. Res. Ali Ahmed, Alireza Aghasi, Paul Hand
2018	A*	`conf`	A convex program for bilinear inversion of sparse vectors. NeurIPS Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2018	J	`jnl`	A convex program for bilinear inversion of sparse vectors. CoRR Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi
2018	J	`jnl`	Blind Deconvolution by a Steepest Descent Algorithm on a Quotient Manifold. SIAM J. Imaging Sci. Wen Huang, Paul Hand
2018	A*	`conf`	Blind Deconvolutional Phase Retrieval via Convex Programming. NeurIPS Ali Ahmed, Alireza Aghasi, Paul Hand
2018	J	`jnl`	Blind Deconvolutional Phase Retrieval via Convex Programming. CoRR Ali Ahmed, Alireza Aghasi, Paul Hand
2018	J	`jnl`	Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks. CoRR Reinhard Heckel, Paul Hand
2018	J	`jnl`	Deep Denoising: Rate-Optimal Recovery of Structured Signals with a Deep Prior. CoRR Reinhard Heckel, Wen Huang, Paul Hand, Vladislav Voroninski
2018	J	`jnl`	Exact Simultaneous Recovery of Locations and Structure from Known Orientations and Corrupted Point Correspondences. Discret. Comput. Geom. Paul Hand, Choongbum Lee, Vladislav Voroninski
2018	A*	`conf`	Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. COLT Paul Hand, Vladislav Voroninski
2018	A*	`conf`	Phase Retrieval Under a Generative Prior. NeurIPS Paul Hand, Oscar Leong, Vladislav Voroninski
2018	J	`jnl`	Phase Retrieval Under a Generative Prior. CoRR Paul Hand, Oscar Leong, Vladislav Voroninski
2018	J	`jnl`	ROPTLIB: An Object-Oriented C++ Library for Optimization on Riemannian Manifolds. ACM Trans. Math. Softw. Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan, Paul Hand
2017	J	`jnl`	Blind Deconvolution by a Steepest Descent Algorithm on a Quotient Manifold. CoRR Wen Huang, Paul Hand
2017	J	`jnl`	BranchHull: Convex bilinear inversion from the entrywise product of signals with known signs. CoRR Alireza Aghasi, Ali Ahmed, Paul Hand
2017	Misc	`conf`	Convex inversion of the entrywise product of real signals with known signs. ACSSC Alireza Aghasi, Ali Ahmed, Paul Hand
2017	J	`jnl`	Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. CoRR Paul Hand, Vladislav Voroninski
2016	J	`jnl`	An Elementary Proof of Convex Phase Retrieval in the Natural Parameter Space via the Linear Program PhaseMax. CoRR Paul Hand, Vladislav Voroninski
2016	J	`jnl`	Compressed Sensing from Phaseless Gaussian Measurements via Linear Programming in the Natural Parameter Space. CoRR Paul Hand, Vladislav Voroninski
2016	J	`jnl`	Corruption Robust Phase Retrieval via Linear Programming. CoRR Paul Hand, Vladislav Voroninski
2016	Misc	`conf`	Robust phaselift for phase retrieval under corruptions. ACSSC Paul Hand, Thang Huynh
2016	—	`conf`	ShapeFit and ShapeKick for Robust, Scalable Structure from Motion. ECCV (7) Thomas A. Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto
2016	J	`jnl`	ShapeFit and ShapeKick for Robust, Scalable Structure from Motion. CoRR Thomas A. Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto
2015	J	`jnl`	Exact simultaneous recovery of locations and structure from known orientations and corrupted point correspondences. CoRR Paul Hand, Choongbum Lee, Vladislav Voroninski
2015	J	`jnl`	ShapeFit: Exact location recovery from corrupted pairwise directions. CoRR Paul Hand, Choongbum Lee, Vladislav Voroninski