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ORCIDPatrick R. Johnstone
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2020 – today
- 2024
[j9]Patrick R. Johnstone, Jonathan Eckstein
, Thomas Flynn, Shinjae Yoo:
Stochastic projective splitting. Comput. Optim. Appl. 87(2): 397-437 (2024)- [j8]Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn, Shinjae Yoo:
Correction to: Stochastic projective splitting. Comput. Optim. Appl. 87(2): 439 (2024) - [j7]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:
Pathway-based analyses of gene expression profiles at low doses of ionizing radiation. Frontiers Bioinform. 4 (2024) - 2023
- [c4]Gilchan Park, Byung-Jun Yoon, Xihaier Luo, Vanessa López-Marrero, Patrick R. Johnstone, Shinjae Yoo, Francis J. Alexander:
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges. BioNLP@ACL 2023: 255-264 - [i10]Gilchan Park, Byung-Jun Yoon, Xihaier Luo, Vanessa López-Marrero, Patrick R. Johnstone, Shinjae Yoo, Francis J. Alexander:
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge. CoRR abs/2307.08813 (2023) - [i9]Vanessa López-Marrero, Patrick R. Johnstone, Gilchan Park, Xihaier Luo:
Density Estimation via Measure Transport: Outlook for Applications in the Biological Sciences. CoRR abs/2309.15366 (2023) - 2022
- [j6]Patrick R. Johnstone, Jonathan Eckstein:
Projective splitting with forward steps. Math. Program. 191(2): 631-670 (2022) - 2021
- [j5]Patrick R. Johnstone, Jonathan Eckstein:
Single-forward-step projective splitting: exploiting cocoercivity. Comput. Optim. Appl. 78(1): 125-166 (2021) - [i8]Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn, Shinjae Yoo:
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers. CoRR abs/2106.13067 (2021) - 2020
- [j4]Patrick R. Johnstone, Pierre Moulin:
Faster subgradient methods for functions with Hölderian growth. Math. Program. 180(1): 417-450 (2020) - [j3]Patrick R. Johnstone, Jonathan Eckstein:
Projective splitting with forward steps only requires continuity. Optim. Lett. 14(1): 229-247 (2020)
2010 – 2019
- 2019
- [j2]Patrick R. Johnstone, Jonathan Eckstein:
Convergence Rates for Projective Splitting. SIAM J. Optim. 29(3): 1931-1957 (2019) - [i7]Patrick R. Johnstone, Jonathan Eckstein:
Single-Forward-Step Projective Splitting: Exploiting Cocoercivity. CoRR abs/1902.09025 (2019) - 2018
- [i6]Patrick R. Johnstone, Jonathan Eckstein:
Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting. CoRR abs/1803.07043 (2018) - [i5]Patrick R. Johnstone, Jonathan Eckstein:
Convergence Rates for Projective Splitting. CoRR abs/1806.03920 (2018) - [i4]Patrick R. Johnstone, Jonathan Eckstein:
Projective Splitting with Forward Steps only Requires Continuity. CoRR abs/1809.07180 (2018) - 2017
- [b1]Patrick R. Johnstone:
Accelerated first-order optimization methods using inertia and error bounds. University of Illinois Urbana-Champaign, USA, 2017 - [j1]Patrick R. Johnstone, Pierre Moulin:
Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions. Comput. Optim. Appl. 67(2): 259-292 (2017) - [c3]Patrick R. Johnstone, Pierre Moulin:
Convergence rates of inertial splitting schemes for nonconvex composite optimization. ICASSP 2017: 4716-4720 - [i3]Patrick R. Johnstone, Pierre Moulin:
Faster Subgradient Methods for Functions with Hölderian Growth. CoRR abs/1704.00196 (2017) - 2016
- [i2]Patrick R. Johnstone, Pierre Moulin:
Local and Global Convergence of a General Inertial Proximal Splitting Scheme. CoRR abs/1602.02726 (2016) - 2015
- [c2]Patrick R. Johnstone, Pierre Moulin:
Convergence of an inertial proximal method for l1-regularized least-squares. ICASSP 2015: 3566-3570 - [c1]Pierre Moulin, Patrick R. Johnstone:
Strong large deviations for Rao test score and GLRT in exponential families. ISIT 2015: 779-783 - [i1]Patrick R. Johnstone, Pierre Moulin:
A Lyapunov Analysis of FISTA with Local Linear Convergence for Sparse Optimization. CoRR abs/1502.02281 (2015)
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