Talks
Talks and Presentations
March 06, 2023, No double descent in PCA: Training and pre-training in high dimensions, Belkin Lab group meeting, San Diego, USA.
slides Belkin Lab
November 22, 2022, Deep Learning-based ECG Reading in the Emergency Department - Diagnosis of Myocardial Infarctions, Joint DSBS/FMS Meeting, Malmö.
slides program
December 14, 2021, ResNet-based ECG Diagnosis of Myocardial Infarction in the Emergency Department, NeurIPS 2021 Workshop Machine learning from ground truth: New medical imaging datasets for unsolved medical problems, Online.
slides workshop paper poster
September 15, 2021, First Steps Towards Self-Supervised Pretraining of the 12-Lead ECG, Computing in Cardiology (CinC), 2021, Online.
slides Workshop video (10 min) paper
July 15, 2021, Deep State Space Models for Nonlinear System Identification, 19th IFAC Symposium on System Identification (SYSID), 2021, Online.
slides conference paper
September 04, 2019, Tensor Network Kalman Filter for LTI Systems, 27th European Signal Processing Conference (EUSIPCO), 2019, A Coruña, Spain.
slides conference paper
July 05, 2019, Tensor Network Kalman Filter for Large-Scale Systems, Master thesis defence, TU Delft, The Netherlands.
slides thesis
Posters
January 11, 20223, No Double Descent in PCA: Training and Pre-Training in High Dimensions, WASP winter conference, Norrköping, Sweden.
poster
December 05, 2022, ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods, AI4Research annual workshop, Uppsala University, Sweden.
poster workshop paper
December 02, 2021, ResNet-based ECG Diagnosis of Myocardial Infarction in the Emergency Department, AI4Research annual workshop, Uppsala University, Sweden.
poster paper