scientific article; zbMATH DE number 7370612
From MaRDI portal
Publication:4999025
Xiaoyu Liu, Hongwei Wen, Zhouchen Lin, Hanyuan Hang
Publication date: 9 July 2021
Full work available at URL: https://arxiv.org/abs/1912.04738
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
learning theorysupport vector machinesensemble learninglarge-scale regressionhistogram transformregularized empirical risk minimization
Uses Software
Cites Work
- Estimating the algorithmic variance of randomized ensembles via the bootstrap
- Sparse spatial autoregressions
- Interpolation of functions from Besov-type spaces on Gauß-Chebyshev grids
- Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations
- Optimal regression rates for SVMs using Gaussian kernels
- Weak convergence of empirical and bootstrapped \(C\)-power processes and application to copula goodness-of-fit
- Estimating a sharp convergence bound for randomized ensembles
- Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions
- Introduction to empirical processes and semiparametric inference
- Fixed-size least squares support vector machines: A large scale application in electrical load forecasting
- Universal algorithms for learning theory. II: Piecewise polynomial functions
- 10.1162/15324430152733142
- Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates
- Mathematical Foundations of Infinite-Dimensional Statistical Models
- Support Vector Machines
- A theory of the learnable
- Quantitative Korovkin Theorems for Positive Linear Operators on L p - Spaces
- Random-projection Ensemble Classification
- On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
- Unitary Triangularization of a Nonsymmetric Matrix
- An invariant form for the prior probability in estimation problems
- Extremely randomized trees
- Random forests
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication:
