Concepedia

Jinho Choo

JC

Statistics

Publications

4

Citations

201

H-Index

4

Active since

2020

Affiliations

Samsung (United States)(Current)

Jinho Choo is an author at Samsung (United States) specializing in artificial intelligence, engineering, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceDeep LearningRobot LearningCombinatorial OptimizationData ScienceData MiningMetaheuristics

Publications per year

2020–2022

4

Publications

4

POMO: Policy Optimization with Multiple Optima for Reinforcement Learning

Yeong‐Dae Kwon, Jinho Choo, Byoungjip Kim et al. · arXiv (Cornell University) · 2020 · 135 citations · Full text

Artificial Intelligence, Vehicle Routing, Model Optimization +12

SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning

Byoungjip Kim, Jinho Choo, Yeong‐Dae Kwon et al. · arXiv (Cornell University) · 2021 · 29 citations · Full text

Artificial Intelligence, Natural Language Processing, Data Augmentation +15

Simulation-guided Beam Search for Neural Combinatorial Optimization

Jinho Choo, Y. Kwon, Ji-Hoon Kim et al. · arXiv (Cornell University) · 2022 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Matrix Encoding Networks for Neural Combinatorial Optimization

Yeong‐Dae Kwon, Jinho Choo, Iljoo Yoon et al. · arXiv (Cornell University) · 2021 · 16 citations · Full text

Mathematical Programming, Artificial Intelligence, Model Optimization +12

1–4 of 4