Convergence of an inertial proximal method for l1-regularized least-squares. - Patrick R. Johnstone; Pierre Moulin (ICASSP, 2015)

Strong large deviations for Rao test score and GLRT in exponential families. - Pierre Moulin; Patrick R. Johnstone (ISIT, 2015)

A Lyapunov Analysis of FISTA with Local Linear Convergence for Sparse Optimization. - Patrick R. Johnstone; Pierre Moulin (CoRR, 2015)

Local and Global Convergence of a General Inertial Proximal Splitting Scheme. - Patrick R. Johnstone; Pierre Moulin (CoRR, 2016)

Convergence rates of inertial splitting schemes for nonconvex composite optimization. - Patrick R. Johnstone; Pierre Moulin (ICASSP, 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)

Accelerated first-order optimization methods using inertia and error bounds - Patrick R. Johnstone (2017)

Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting. - Patrick R. Johnstone; Jonathan Eckstein (CoRR, 2018)

Convergence Rates for Projective Splitting. - Patrick R. Johnstone; Jonathan Eckstein (SIAM J. Optim., 2019)

Faster subgradient methods for functions with Hölderian growth. - Patrick R. Johnstone; Pierre Moulin (Math. Program., 2020)

Projective splitting with forward steps only requires continuity. - Patrick R. Johnstone; Jonathan Eckstein (Optim. Lett., 2020)

Single-forward-step projective splitting: exploiting cocoercivity. - Patrick R. Johnstone; Jonathan Eckstein (Comput. Optim. Appl., 2021)

Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers. - Patrick R. Johnstone; Jonathan Eckstein; Thomas Flynn 001; Shinjae Yoo (CoRR, 2021)

Projective splitting with forward steps. - Patrick R. Johnstone; Jonathan Eckstein (Math. Program., 2022)

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 (BioNLP@ACL, 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)

Problem-dependent convergence bounds for randomized linear gradient compression. - Thomas Flynn 001; Patrick R. Johnstone; Shinjae Yoo (CoRR, 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)

Stochastic projective splitting. - Patrick R. Johnstone; Jonathan Eckstein; Thomas Flynn 001; Shinjae Yoo (Comput. Optim. Appl., 2024)

Correction to: Stochastic projective splitting. - Patrick R. Johnstone; Jonathan Eckstein; Thomas Flynn 001; Shinjae Yoo (Comput. Optim. Appl., 2024)

Density estimation via measure transport: Outlook for applications in the biological sciences. - Vanessa López-Marrero; Patrick R. Johnstone; Gilchan Park; Xihaier Luo (Stat. Anal. Data Min., 2024)