Patrick R. Johnstone

Gilchan Park

Xihaier Luo

CoRR, 2023

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

[BibT_eX]

[DOI]

Gilchan Park

Byung-Jun Yoon

Xihaier Luo

Vanessa López-Marrero

Shinjae Yoo

Francis J. Alexander

CoRR, 2023

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

[BibT_eX]

[DOI]

Gilchan Park

Byung-Jun Yoon

Xihaier Luo

Vanessa López-Marrero

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.

[BibT_eX]

[DOI]

Math. Program., 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Single-forward-step projective splitting: exploiting cocoercivity.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2021

2020

Projective splitting with forward steps only requires continuity.

[BibT_eX]

[DOI]

Optim. Lett., 2020

Faster subgradient methods for functions with Hölderian growth.

[BibT_eX]

[DOI]

Math. Program., 2020

2019

Convergence Rates for Projective Splitting.

[BibT_eX]

[DOI]

SIAM J. Optim., 2019

2018

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

[BibT_eX]

[DOI]

CoRR, 2018

2017

Accelerated first-order optimization methods using inertia and error bounds

[BibT_eX]

[DOI]

PhD thesis, 2017

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

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2017

Convergence rates of inertial splitting schemes for nonconvex composite optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

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

[BibT_eX]

[DOI]

CoRR, 2016

2015

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

[BibT_eX]

[DOI]

CoRR, 2015

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

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

[BibT_eX]

[DOI]