Patrick Johnstone
Patrick Johnstone
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Cited by
Cited by
Projective splitting with forward steps
PR Johnstone, J Eckstein
Mathematical Programming, 1-40, 2022
Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions
PR Johnstone, P Moulin
Computational Optimization and Applications 67 (2), 259-292, 2017
Faster subgradient methods for functions with Hölderian growth
PR Johnstone, P Moulin
Mathematical Programming 180 (1-2), 417-450, 2020
Convergence rates for projective splitting
PR Johnstone, J Eckstein
SIAM Journal on Optimization 29 (3), 1931-1957, 2019
Single-forward-step projective splitting: exploiting cocoercivity
PR Johnstone, J Eckstein
Computational Optimization and Applications 78 (1), 125-166, 2021
Projective splitting with forward steps only requires continuity
PR Johnstone, J Eckstein
Optimization Letters 14, 229-247, 2020
Convergence rates of inertial splitting schemes for nonconvex composite optimization
PR Johnstone, P Moulin
2017 IEEE International conference on acoustics, speech and signal …, 2017
Convergence of an inertial proximal method for l1-regularized least-squares
PR Johnstone, P Moulin
2015 IEEE international conference on acoustics, speech and signal …, 2015
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges
G Park, BJ Yoon, X Luo, V Lpez-Marrero, P Johnstone, S Yoo, ...
The 22nd Workshop on Biomedical Natural Language Processing and BioNLP …, 2023
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers
PR Johnstone, J Eckstein, T Flynn, S Yoo
arXiv preprint arXiv:2106.13067, 2021
Strong large deviations for Rao test score and GLRT in exponential families
P Moulin, PR Johnstone
2015 IEEE International Symposium on Information Theory (ISIT), 779-783, 2015
Inertial iterative thresholding with applications to sparse and low-rank signal recovery
P Johnstone
University of Illinois at Urbana-Champaign, 2014
Kullback-Leibler divergence and the central limit theorem
P Moulin, PR Johnstone
UCSD Information Theory and Applications Workshop, 2014
RFIT: a new algorithm for matrix rank minimization
PR Johnstone, A Emad, O Milenkovic, P Moulin
The 5th Workshop on Signal Processing with Adaptive Sparse Structured …, 2013
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge
G Park, BJ Yoon, X Luo, V López-Marrero, P Johnstone, S Yoo, ...
arXiv preprint arXiv:2307.08813, 2023
Density Estimation via Measure Transport: Outlook for Applications in the Biological Sciences
V Lopez-Marrero, PR Johnstone, G Park, X Luo
arXiv preprint arXiv:2309.15366, 2023
Stochastic projective splitting
PR Johnstone, J Eckstein, T Flynn, S Yoo
Computational Optimization and Applications, 1-41, 2023
Density Estimation via Measure Transport
V Lopez-Marrero, P Johnstone, F Alexander, BJ Yoon, X Luo, G Park, ...
Brookhaven National Laboratory (BNL), Upton, NY (United States), 2023
Accelerated first-order optimization methods using inertia and error bounds
PR Johnstone
Local Linear Convergence of FISTA for Sparse Optimization
PR Johnstone, P Moulin
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