scientific article; zbMATH DE number 7008335

zbMath1476.68236arXiv1711.03404MaRDI QIDQ4614127

Romain Couillet, Xiaoyi Mai

Publication date: 30 January 2019

Full work available at URL: https://arxiv.org/abs/1711.03404

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

kernel methodsrandom matrix theoryhigh-dimensional statisticssemi-supervised learning

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Random matrices (probabilistic aspects) (60B20) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Unnamed Item ⋮ Depth-based classification for relational data with multiple attributes

Uses Software

• MNIST
• SGTlight

Cites Work

• Unnamed Item
• Kernel spectral clustering of large dimensional data
• Semi-supervised learning on Riemannian manifolds
• Rodeo: Sparse, greedy nonparametric regression
• Covariance discriminative power of kernel clustering methods
• Efficient Sampling Set Selection for Bandlimited Graph Signals Using Graph Spectral Proxies
• A Large Dimensional Analysis of Least Squares Support Vector Machines
• Learning Theory
• A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning

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