scientific article; zbMATH DE number 6982936
From MaRDI portal
Publication:4558505
zbMath1468.68168arXiv1707.01711MaRDI QIDQ4558505
Masashi Sugiyama, Hiroaki Sasaki, Aapo Hyvärinen, Takafumi Kanamori, Gang Niu
Publication date: 22 November 2018
Full work available at URL: https://arxiv.org/abs/1707.01711
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Density estimation (62G07) Ridge regression; shrinkage estimators (Lasso) (62J07) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Nonparametric modal regression
- Statistical analysis of kernel-based least-squares density-ratio estimation
- Nonparametric ridge estimation
- A note on the convergence of the mean shift
- Asymptotic theory for density ridges
- On some convergence properties of the subspace constrained mean shift
- Derivative reproducing properties for kernel methods in learning theory
- Finite mixture models and model-based clustering
- Feature significance for multivariate kernel density estimation
- On the path density of a gradient field
- A penalty method for nonparametric estimation of the logarithmic derivative of a density function
- Maximum likelihood estimation of isotonic modal regression
- Inequalities in Fourier analysis
- Adaptive estimates for autoregressive processes
- Ridges in image and data analysis
- Ridge-based method for finding curvilinear structures from noisy data
- Detection, classification and estimation of individual shapes in 2D and 3D point clouds
- Density estimation
- Density Ratio Estimation in Machine Learning
- Local modal regression
- Support Vector Machines
- The estimation of the gradient of a density function, with applications in pattern recognition
- Nonparametric Estimation of the Mode of A Distribution of Random Curves
- Density Estimation in Infinite Dimensional Exponential Families
- Information-Maximization Clustering Based on Squared-Loss Mutual Information
- Computer Vision - ECCV 2004
- On Estimation of a Probability Density Function and Mode
- Modelling Beyond Regression Functions: An Application of Multimodal Regression to Speed–Flow Data
- Introduction to nonparametric estimation
- Scattered Data Approximation
- A comprehensive approach to mode clustering