Hand, Paul

15 publications

ICLR 2024 The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model Daniel Goldfarb, Itay Evron, Nir Weinberger, Daniel Soudry, PAul HAnd

AISTATS 2023 Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime Daniel Goldfarb, Paul Hand

TMLR 2023 Regularized Training of Intermediate Layers for Generative Models for Inverse Problems Sean Gunn, Jorio Cocola, PAul HAnd

NeurIPS 2021 Score-Based Generative Neural Networks for Large-Scale Optimal Transport Mara Daniels, Tyler Maunu, Paul Hand

NeurIPSW 2020 Generator Surgery for Compressed Sensing Jung Yeon Park, Niklas Smedemark-Margulies, Mara Daniels, Rose Yu, Jan-Willem van de Meent, PAul HAnd

ICML 2020 Invertible Generative Models for Inverse Problems: Mitigating Representation Error and Dataset Bias Muhammad Asim, Mara Daniels, Oscar Leong, Ali Ahmed, Paul Hand

NeurIPS 2020 Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors Jorio Cocola, Paul Hand, Vlad Voroninski

ICLR 2019 Deep Decoder: Concise Image Representations from Untrained Non-Convolutional Networks Reinhard Heckel, Paul Hand

NeurIPS 2019 Global Guarantees for Blind Demodulation with Generative Priors Paul Hand, Babhru Joshi

JMLR 2019 Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming Ali Ahmed, Alireza Aghasi, Paul Hand

NeurIPS 2018 A Convex Program for Bilinear Inversion of Sparse Vectors Alireza Aghasi, Ali Ahmed, Paul Hand, Babhru Joshi

NeurIPS 2018 Blind Deconvolutional Phase Retrieval via Convex Programming Ali Ahmed, Alireza Aghasi, Paul Hand

COLT 2018 Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand, Vladislav Voroninski

NeurIPS 2018 Phase Retrieval Under a Generative Prior Paul Hand, Oscar Leong, Vlad Voroninski

ECCV 2016 ShapeFit and ShapeKick for Robust, Scalable Structure from Motion Thomas A. Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto