Talks

Talks and Presentations

Setember 26, 2023, Deep Networks for System Identification: A Survey, ERNSI Workshop, Stockholm.
slides workshop arXiv

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

July 24, 2024, No Double Descent in Principal Component Regression: A High-Dimensional Analysis, ICML, 2024.
OpenReview ICML code poster

July 18, 2024, Uncertainty Estimation with Recursive Feature Machines, UAI, 2024.
OpenReview code poster

December 15, 2023, On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination, UniReps: the First Workshop on Unifying Representations in Neural Models Workshop at NeurIPS, 2023.
OpenReview NeurIPS workshop poster

January 11, 2023, 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