Oskar Allerbo

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Kernel Ridge Regression

Piece Wise Linear

Optimization Methods

Dimensionality Reduction

Top Venues

J. Mach. Learn. Res.

Publications

Oskar Allerbo, Rebecka Jörnsten
Solving Kernel Ridge Regression with Gradient-Based Optimization Methods. CoRR (2023)
Oskar Allerbo
Solving Kernel Ridge Regression with Gradient Descent for a Non-Constant Kernel. CoRR (2023)
Oskar Allerbo, Rebecka Jörnsten
Bandwidth Selection for Gaussian Kernel Ridge Regression via Jacobian Control. CoRR (2022)
Oskar Allerbo, Rebecka Jörnsten
Flexible, non-parametric modeling using regularized neural networks. Comput. Stat. 37 (4) (2022)
Oskar Allerbo, Rebecka Jörnsten
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders. CoRR (2021)
Oskar Allerbo, Rebecka Jörnsten
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders. J. Mach. Learn. Res. 22 (2021)
Oskar Allerbo, Rebecka Jörnsten
Flexible, Non-parametric Modeling Using Regularized Neural Networks. CoRR (2020)