Giuseppe Alessio D’Inverno When: Nov 9th, 2022 – 11:00 – 11:30 AM Where: Google meet link Description Physics Informed Neural Networks for generation of structured grids on bounded domains The generation of structured grids on bounded domains is a crucial point in the development of numerical models for solving differential problems. In particular, the representation […]

Enrico Meloni When: Nov 9th, 2022 – 11:30 – 12:00 AM Where: Google meet link Description PARTIME: Scalable Multi-GPU Pipeline Parallelism In this seminar, we present PARTIME, a software library written in Python and based on PyTorch, designed specifically to speed up neural networks whenever data is continuously streamed over time, for both learning and […]

Niccolò Pancino When: Nov 9th, 2022 – 11:00 – 11:30 AM Where: Google meet link Description Drug Side Effect Prediction with Deep Learning Molecular Embedding in a Graph of Graphs Domain In collaboration with Yohann Perronn, Pietro Bongini and Franco Scarselli Drug Side Effects (DSEs) or Adverse Drug Reactions (ADRs) constitute an important health risk, […]

Federica Baccini When: Nov 2nd, 2022 – 11:00 – 11:45 AM Where: Google meet link Description Weighted simplicial complexes and their representation power of higher-order network data and topology Hypergraphs and simplicial complexes both capture the higher-order interactions of complex systems, ranging from higher-order collaboration networks to brain networks. One open problem in the field […]