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IEEE Transactions on Neural Networks and Learning Systems
|
July 28, 2023
Online Multikernel Learning Method via Online Biconvex Optimization
Songnam Hong
IEEE Transactions on Neural Networks and Learning Systems
|
January 14, 2021
Active Learning With Multiple Kernels
Songnam Hong, Jeongmin Chae
IEEE Transactions on Neural Networks and Learning Systems
|
August 23, 2021
Distributed Online Learning With Multiple Kernels
Songnam Hong, Jeongmin Chae
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
November 23, 2021
Communication-Efficient Randomized Algorithm for Multi-Kernel Online Federated Learning
Songnam Hong, Jeongmin Chae
IEEE Transactions on Neural Networks and Learning Systems
|
April 15, 2024
On Practical Robust Reinforcement Learning: Adjacent Uncertainty Set and Double-Agent Algorithm
Ukjo Hwang, Songnam Hong
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
September 19, 2023
Tighter Regret Analysis and Optimization of Online Federated Learning
Dohyeok Kwon, Jonghwan Park, Songnam Hong
IEEE Transactions on Neural Networks and Learning Systems
|
August 18, 2025
FedLSC: Improving Communication Efficiency and Robustness in Federated Learning With Stragglers and Adversaries
Hyeong-Gun Joo, Songnam Hong, Dong-Joon Shin
Page
of 1
Search research articles
Search
Showing results (1-10 of 7) with videos related to
Sort By:
Page
of 1
IEEE Transactions on Neural Networks and Learning Systems
|
July 28, 2023
Online Multikernel Learning Method via Online Biconvex Optimization
Songnam Hong
IEEE Transactions on Neural Networks and Learning Systems
|
January 14, 2021
Active Learning With Multiple Kernels
Songnam Hong, Jeongmin Chae
IEEE Transactions on Neural Networks and Learning Systems
|
August 23, 2021
Distributed Online Learning With Multiple Kernels
Songnam Hong, Jeongmin Chae
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
November 23, 2021
Communication-Efficient Randomized Algorithm for Multi-Kernel Online Federated Learning
Songnam Hong, Jeongmin Chae
IEEE Transactions on Neural Networks and Learning Systems
|
April 15, 2024
On Practical Robust Reinforcement Learning: Adjacent Uncertainty Set and Double-Agent Algorithm
Ukjo Hwang, Songnam Hong
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
September 19, 2023
Tighter Regret Analysis and Optimization of Online Federated Learning
Dohyeok Kwon, Jonghwan Park, Songnam Hong
IEEE Transactions on Neural Networks and Learning Systems
|
August 18, 2025
FedLSC: Improving Communication Efficiency and Robustness in Federated Learning With Stragglers and Adversaries
Hyeong-Gun Joo, Songnam Hong, Dong-Joon Shin
Page
of 1