Concepedia

Yeong‐Dae Kwon

YK

Statistics

Publications

4

Citations

207

H-Index

4

Active since

2020

Affiliations

Samsung (United States)(Current)

Yeong‐Dae Kwon is an author at Samsung (United States) specializing in machine learning, computer science, and artificial intelligence.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceDeep LearningRobot LearningCombinatorial OptimizationData MiningVehicle Routing

Publications per year

2020–2021

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

Efficient Active Search for Combinatorial Optimization Problems

André Hottung, Yeong‐Dae Kwon, Kevin Tierney · arXiv (Cornell University) · 2021 · 27 citations · Full text

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

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