Patrick R. Johnstone

According to our database, Patrick R. Johnstone authored at least 20 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Correction to: Stochastic projective splitting.

Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn, Shinjae Yoo

Comput. Optim. Appl., March, 2024

Stochastic projective splitting.

Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn, Shinjae Yoo

Comput. Optim. Appl., March, 2024

Pathway-based analyses of gene expression profiles at low doses of ionizing radiation.

Xihaier Luo, Seyednami Niyakan, Patrick R. Johnstone, Sean McCorkle, Gilchan Park, Vanessa López-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Francis J. Alexander, Shantenu Jha, Byung-Jun Yoon

Frontiers Bioinform., 2024

2023

Density Estimation via Measure Transport: Outlook for Applications in the Biological Sciences.

Vanessa López-Marrero, Patrick R. Johnstone, Gilchan Park, Xihaier Luo

CoRR, 2023

Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge.

Gilchan Park, Byung-Jun Yoon, Xihaier Luo, Vanessa López-Marrero, Patrick R. Johnstone, Shinjae Yoo, Francis J. Alexander

CoRR, 2023

Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges.

Gilchan Park, Byung-Jun Yoon, Xihaier Luo, Vanessa López-Marrero, Patrick R. Johnstone, Shinjae Yoo, Francis J. Alexander

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

Projective splitting with forward steps.

Patrick R. Johnstone, Jonathan Eckstein

Math. Program., 2022

2021

Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers.

Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn, Shinjae Yoo

CoRR, 2021

Single-forward-step projective splitting: exploiting cocoercivity.

Patrick R. Johnstone, Jonathan Eckstein

Comput. Optim. Appl., 2021

2020

Projective splitting with forward steps only requires continuity.

Patrick R. Johnstone, Jonathan Eckstein

Optim. Lett., 2020

Faster subgradient methods for functions with Hölderian growth.

Patrick R. Johnstone, Pierre Moulin

Math. Program., 2020

2019

Convergence Rates for Projective Splitting.

Patrick R. Johnstone, Jonathan Eckstein

SIAM J. Optim., 2019

2018

Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting.

Patrick R. Johnstone, Jonathan Eckstein

CoRR, 2018

2017

Accelerated first-order optimization methods using inertia and error bounds

Patrick R. Johnstone

PhD thesis, 2017

Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions.

Patrick R. Johnstone, Pierre Moulin

Comput. Optim. Appl., 2017

Convergence rates of inertial splitting schemes for nonconvex composite optimization.

Patrick R. Johnstone, Pierre Moulin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Local and Global Convergence of a General Inertial Proximal Splitting Scheme.

Patrick R. Johnstone, Pierre Moulin

CoRR, 2016

2015

A Lyapunov Analysis of FISTA with Local Linear Convergence for Sparse Optimization.

Patrick R. Johnstone, Pierre Moulin

CoRR, 2015

Strong large deviations for Rao test score and GLRT in exponential families.

Pierre Moulin, Patrick R. Johnstone

Proceedings of the IEEE International Symposium on Information Theory, 2015

Convergence of an inertial proximal method for l1-regularized least-squares.

Patrick R. Johnstone, Pierre Moulin

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015