Benny Avelin

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Graph Laplacian

Multilayer Perceptron

Prediction Intervals

Top Venues

J. Mach. Learn. Res.

Comput. Medical Imaging Graph.

Publications

Martin Andersson, Benny Avelin
Exploring Singularities in point clouds with the graph Laplacian: An explicit approach. CoRR (2023)
Benny Avelin
Sequential inductive prediction intervals. CoRR (2023)
Benny Avelin, Lauri Viitasaari
Concentration inequalities for leave-one-out cross validation. CoRR (2022)
Benny Avelin, Anders Karlsson
Deep Limits and a Cut-Off Phenomenon for Neural Networks. J. Mach. Learn. Res. 23 (2022)
Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI. CoRR (2021)
Benny Avelin, Anders Karlsson
Deep limits and cut-off phenomena for neural networks. CoRR (2021)
Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg
Uncertainty-aware body composition analysis with deep regression ensembles on UK Biobank MRI. Comput. Medical Imaging Graph. 93 (2021)
Benny Avelin, Kaj Nyström
Neural ODEs as the Deep Limit of ResNets with constant weights. CoRR (2019)