Optimal functional supervised classification with separation condition
From MaRDI portal
Publication:2174981
DOI10.3150/19-BEJ1170zbMath1441.62930arXiv1801.03345OpenAlexW3019352330MaRDI QIDQ2174981
Clément Marteau, Sébastien Gadat, Sébastien Gerchinovitz
Publication date: 27 April 2020
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1801.03345
Functional data analysis (62R10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Learning and adaptive systems in artificial intelligence (68T05)
Related Items (1)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Classification in general finite dimensional spaces with the \(k\)-nearest neighbor rule
- Supervised classification of diffusion paths
- Empirical entropy, minimax regret and minimax risk
- Sparse linear discriminant analysis by thresholding for high dimensional data
- Optimal weighted nearest neighbour classifiers
- On the kernel rule for function classification
- Risk bounds for statistical learning
- Lectures on the nearest neighbor method
- Fast learning rates for plug-in classifiers
- Statistical signal processing. Modelling and estimation. Transl. from the French by Janet Ormrod. Incl. 1 CD-ROM
- Smooth discrimination analysis
- Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations
- Adaptive estimation of a quadratic functional by model selection.
- Optimal functional supervised classification with separation condition
- A random forest guided tour
- Functional Linear Discriminant Analysis for Irregularly Sampled Curves
- Supervised Classification for a Family of Gaussian Functional Models
- Theory of Classification: a Survey of Some Recent Advances
- Support Vector Machines
- On the rate of convergence of nearest neighbor rules (Corresp.)
- Rates of convergence of nearest neighbor estimation under arbitrary sampling
- High Dimensional Linear Discriminant Analysis: Optimality, Adaptive Algorithm and Missing Data
- Nearest neighbor classification in infinite dimension
- Nearest neighbor pattern classification
- Achieving near Perfect Classification for Functional Data
This page was built for publication: Optimal functional supervised classification with separation condition