Peter Laszlo Juhasz
Topological Data Analysis Based Models of Evolving Higher-Order Networks
Abstract: Although the field of complex networks has been actively...
Paul Jeha
Itô’s Formula as a Learnable Bridge Between Two SDEs
Abstract: Although the field of complex networks has been actively...
Ida Burchardt Egendal
Mutational Signatures Using Neural Networks for Robust Stratification of Cancer Patients
Abstract: Somatic mutations play an integral role in the development...
Gala Humblot-Renaux
“Are you sure?” Towards Trustworthy Computer Vision with Deep Multimodal Uncertainty Estimation
Abstract: Human perception is inherently uncertainty-aware (we naturally adapt our...
Fabian Martin Mager
A Self-supervised Model of the Brain to Help Us Understand Mental Disorders
Abstract: Our brain is the most central part of the...
Emilie Wedenborg
Discovering Polytopes in High Dimensional, Heterogeneous Datasets using Bayesian Archetypal Analysis
Abstract: Real World Data (RWD), such as electronic medical records,...