Lapo Faggi (University of Siena) When: Jun 1st, 2022 – 11:00 – 11:45 AM Where: Google meet link Description Neural dynamic in temporal environments Learning in a continual manner is one of the main challenges that the machine learning community is currently facing. The importance of the problem can be readily understood as soon as […]

Enrico Meloni (University of Siena) When: May 25th, 2022 – 11:00 – 11:45 AM Where: Google meet link Description Pipeline Parallelism for Real-time Online Learning Deep Learning research has seen an ongoing increase in model complexity. It has been shown that scaling up network capacity is often an effective approach to enhance the performances of […]

Niccolò Pancino (University of Siena) When: May 18th, 2022 – 11:00 – 11:45 AM Where: Google meet link Description DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations Drug combination therapy has become an increasingly promising method in the treatment of cancer. However, the number of possible drug combinations is so […]

Federica Baccini (University of Siena) When: May 11th, 2022 – 11:00 – 11:45 AM Where: Google meet link Description An introduction to higher order networks and simplicial complexes Network science aims to capture the complexity of a system by studying the interactions among its constituents. For overcoming the shortfall of standard network models, research is […]

Filippo Costanti (University of Siena) When: May 4th, 2022 – 11:00 – 11:45 AM Where: Google meet link Description NMRNet: a deep learning approach to automated peak picking of protein NMR spectra Motivation: Automated selection of signals in protein NMR spectra, known as peak picking, has been studied for over 20 years, nevertheless existing peak […]