Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning

被引：0

作者：

Chen, Badong ^{[1
]}

Yu, Shujian ^{[2
]}

Jenssen, Robert ^{[3
]}

Principe, Jose C. ^{[4
]}

Mueller, Klaus-Robert ^{[5
]}

机构：

[1] Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Peoples R China

[2] Vrije Univ Amsterdam, Dept Comp Sci, NL-1081 HV Amsterdam, Netherlands

[3] UiT Arctic Univ Norway, Machine Learning Grp, N-9019 Tromso, Norway

[4] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA

[5] Tech Univ Berlin, Machine Learning Grp, D-10623 Berlin, Germany

来源：

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS | 2025年 / 36卷 / 02期

关键词：

Special issues and sections; Information theory; Machine learning; Artificial neural networks; Artificial intelligence; Reinforcement learning; Mutual information; Machine learning algorithms; Robustness;

D O I：

10.1109/TNNLS.2025.3525991

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

引用

页码：1957 / 1958

页数：2

共 50 条

[31] Guest editorial: Special issue on Extreme learning machine and applications (I)
Zhihong Man
Guang-Bin Huang
Neural Computing and Applications, 2016, 27 : 1 - 2
[32] Guest Editorial: Introduction to the Special Issue on Machine Learning for Microarray Bioinformatics
Man Wai Mak
Ahmed Tewfik
Lai Wan Chan
Chun Chung Keith Chan
Journal of Signal Processing Systems, 2008, 50 : 263 - 265
[33] Guest editorial: Special issue on Extreme learning machine and applications (I)
Man, Zhihong
Huang, Guang-Bin
NEURAL COMPUTING & APPLICATIONS, 2016, 27 (01): : 1 - 2
[34] Guest editorial: Special issue on information visualisation
Banissi, Ebad
Huang, Weidong
JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2018, 44 : 70 - 71
[35] Guest Editorial Special Issue on Information Security
Chin-Chen Chang
Chia-Chen Lin
Journal of Electronic Science and Technology, 2011, 9 (04) : 289 - 290
[36] Guest Editorial: Special issue on machine learning and deep learning algorithms for complex networks
De Meo, Pasquale
Jin, Qun
Yao, Jianguo
Sheng, Michael
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2023, 8 (01) : 1 - 2
[37] Guest Editorial: Special Issue on Graph Learning
Xia, Feng
Lambiotte, Renaud
Shah, Neil
Tong, Hanghang
King, Irwin
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (09) : 11630 - 11633
[38] Special issue on multiagent learning - Guest editorial
Huhns, M
Weiss, G
MACHINE LEARNING, 1998, 33 (2-3) : 123 - 128
[39] GUEST EDITORIAL: SPECIAL ISSUE ON LEARNING AND OPTIMIZATION
Gu, Jason
Xi, Bin
Li, Maoqing
CONTROL AND INTELLIGENT SYSTEMS, 2015, 43 (02) : 67 - 67
[40] Guest editorial: special issue on learning theory
Kakade, Sham
Li, Ping
MACHINE LEARNING, 2010, 80 (2-3) : 109 - 110

← 1 2 3 4 5 →