| Simulations of lipid vesicle rupture induced by an adjacent supported lipid bilayer patch O Allerbo, A Lundström, K Dimitrievski Colloids and Surfaces B: Biointerfaces 82 (2), 632-636, 2011 | 11 | 2011 |
| Solving kernel ridge regression with gradient-based optimization methods O Allerbo arXiv preprint arXiv:2306.16838, 2023 | 2 | 2023 |
| Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net O Allerbo, J Jonasson, R Jörnsten Journal of Machine Learning Research 24 (277), 1-53, 2023 | 2 | 2023 |
| Flexible, non-parametric modeling using regularized neural networks O Allerbo, R Jörnsten Computational Statistics 37 (4), 2029-2047, 2022 | 2 | 2022 |
| Non-linear, sparse dimensionality reduction via path Lasso penalized autoencoders O Allerbo, R Jörnsten Journal of Machine Learning Research 22 (283), 1-28, 2021 | 1 | 2021 |
| Solving Kernel Ridge Regression with Gradient Descent for a Non-Constant Kernel O Allerbo arXiv preprint arXiv:2311.01762, 2023 | | 2023 |
| Efficient training of interpretable, non-linear regression models O Allerbo | | 2023 |
| Bandwidth Selection for Gaussian Kernel Ridge Regression via Jacobian Control O Allerbo, R Jörnsten arXiv preprint arXiv:2205.11956, 2022 | | 2022 |
| Lasso Regularized Neural Networks O Allerbo | | 2020 |
