Semi-supervised information-maximization clustering
From MaRDI portal
Publication:889291
DOI10.1016/j.neunet.2014.05.016zbMath1325.68207arXiv1304.8020OpenAlexW2170667765WikidataQ51072383 ScholiaQ51072383MaRDI QIDQ889291
Daniele Calandriello, Masashi Sugiyama, Gang Niu
Publication date: 6 November 2015
Published in: Neural Networks (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1304.8020
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)
Related Items
Triply stochastic gradient method for large-scale nonlinear similar unlabeled classification, Semi-supervised cross-entropy clustering with information bottleneck constraint
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A Mathematical Theory of Communication
- Machine learning with squared-loss mutual information
- Density Ratio Estimation in Machine Learning
- Robust and efficient estimation by minimising a density power divergence
- Sufficient Dimension Reduction via Squared-Loss Mutual Information Estimation
- Information-Maximization Clustering Based on Squared-Loss Mutual Information
- On Information and Sufficiency