Magnus Malmström

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Target Tracking

Cluttered Environments

Top Venues

IEEE Signal Process. Lett.

Publications

Magnus Malmström, Anton Kullberg, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
Extended Target Tracking Utilizing Machine-Learning Software-With Applications to Animal Classification. IEEE Signal Process. Lett. 31 (2024)
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
Uncertainty quantification in neural network classifiers - A local linear approach. Autom. 163 (2024)
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
On the validity of using the delta method for calculating the uncertainty of the predictions from an overparameterized model. CoRR (2023)
Magnus Malmström, Anton Kullberg, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
Extended target tracking utilizing machine-learning software - with applications to animal classification. CoRR (2023)
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
Uncertainty quantification in neural network classifiers - a local linear approach. CoRR (2023)
Jacob Eek, David Gustafsson, Ludwig Hollmann, Markus Nordberg, Isaac Skog, Magnus Malmström
A Novel and Fast Approach for Reconstructing CASSI-Raman Spectra using Generative Adversarial Networks. IPTA (2022)
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
Detection of outliers in classification by using quantified uncertainty in neural networks. FUSION (2022)
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
Modeling of the tire-road friction using neural networks including quantification of the prediction uncertainty. FUSION (2021)
Magnus Malmström, Isaac Skog, Sara Modarres Razavi, Yuxin Zhao, Fredrik Gunnarsson
5G Positioning - A Machine Learning Approach. WPNC (2019)