Robust partially linear trend filtering for regression estimation and structure discovery
From MaRDI portal
Publication:6085778
DOI10.1142/s021969132350039xOpenAlexW4385350715MaRDI QIDQ6085778
Hao Deng, Unnamed Author, Yanfang Tao
Publication date: 12 December 2023
Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1142/s021969132350039x
Computational learning theory (68Q32) Analysis of algorithms and problem complexity (68Q25) Learning and adaptive systems in artificial intelligence (68T05)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Nonparametric modal regression
- Splines in higher order TV regularization
- Maximum likelihood estimation of isotonic modal regression
- Maximum likelihood estimation of isotonic normal means with unknown variances
- A note on prediction via estimation of the conditional mode function
- Robust machine learning by median-of-means: theory and practice
- Additive models with trend filtering
- Adaptive piecewise polynomial estimation via trend filtering
- Pathwise coordinate optimization
- Identification of Partially Linear Structure in Additive Models with an Application to Gene Expression Prediction from Sequences
- A New Regression Model: Modal Linear Regression
- Determination of linear components in additive models
- Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models
- Local modal regression
- Learning Theory
- 10.1162/153244303321897690
- A Statistical Learning Approach to Modal Regression
- Efficient kernel-based variable selection with sparsistency
- Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery
This page was built for publication: Robust partially linear trend filtering for regression estimation and structure discovery