Paul Hand
12 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π Conference Polyglot (6)
π
Academic Marathon
(6)
π
Cross-Pollinator
(10)
π
Keyword Champion
(3)
π
Century Club
(12)
Conferences
NIPS (6)
ICLR (2)
AISTATS (1)
COLT (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
compressed sensing
(3)
gradient descent
(3)
phase retrieval
(3)
image reconstruction
(2)
inverse problem
(2)
empirical risk
(2)
generative model
(2)
convex optimization
(2)
generative prior
(2)
neural network
(2)
matrix recovery
(2)
empirical risk minimization
(1)
non-convex optimization
(1)
convex relaxation
(1)
optimal transport
(1)
catastrophic forgetting
(1)
sparse recovery
(1)
wishart distribution
(1)
signal recovery
(1)
compressive sensing
(1)
Papers
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting β An Analytical Model
ICLR 2024
Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime
AISTATS 2023
Score-based Generative Neural Networks for Large-Scale Optimal Transport
NIPS 2021
Invertible generative models for inverse problems: mitigating representation error and dataset bias
ICML 2020
Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors
NIPS 2020
Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming
JMLR 2019
Global Guarantees for Blind Demodulation with Generative Priors
NIPS 2019
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks
ICLR 2019
Phase Retrieval Under a Generative Prior
NIPS 2018
Blind Deconvolutional Phase Retrieval via Convex Programming
NIPS 2018
A convex program for bilinear inversion of sparse vectors
NIPS 2018
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk
COLT 2018