[Feb 2nd 2022] LabMeeting: The expressive power of Graph Neural Networks – A unifying point of view

Giuseppe Alessio D’Inverno (University of Siena) When: Feb 2nd, 2022 – 11:00 – 11:45 AM Where: Google meet link Description The expressive power of Graph Neural Networks – A unifying point of view Graph Neural Networks (GNNs) are a wide class of connectionist models for graph processing. They perform an iterative message passing operation on […]

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[Jan 19th 2022] LabMeeting: Learning invariant features from video streams: an optimal control approach

Lapo Faggi (University of Siena) When: Jan 19th, 2022 – 11:00 – 11:45 AM Where: Google meet link Description Learning invariant features from video streams: an optimal control approach Symmetries, invariances and conservation equations have always been an invaluable guide in Science to model natural phenomena through simple yet effective relations. For instance, in computer […]

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[Jan 12th 2022] LabMeeting: Using Domain-Specific Fingerprints Generated Through Neural Networks to Enhance Ligand-Based Virtual Screening

Niccolò Pancino (University of Siena) When: Jan 12th, 2022 – 11:00 – 11:45 AM Where: Google meet link Description Using Domain-Specific Fingerprints Generated Through Neural Networks to Enhance Ligand-Based Virtual Screening by Janosch Menke and Oliver Koch Similarity-based virtual screening is a fundamental tool in the early drug discovery process and relies heavily on molecular […]

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