Nov 7, 2024 | 2022, DIAI, diiP, Physics/Astronomy
2022 PhD/ DIAI Projects @Astronomy Particle physics and graph neural networks Santiago PENA MARTINEZ Project Summary A new generation of neutrino experiments is in the horizon looking to explore many of the open questions on neutrino properties and searching for...
Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Shen LiangMay 18, 4 PM online (zoom) Follow Abstract This tutorial presents an overview of knowledge-guided data science, a rising methodology in machine learning which fuses data with domain knowledge. We will present numerous case studies on this methodology...
Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Shen LiangJune 15, 4 PMonline (zoom) Follow Abstract This tutorial provides an overview of two important and correlated (in many cases intersectional) topics in deep learning: transfer learning, and multi-task learning. Transfer learning focuses on...
Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Foula VagenaJanuary 19, 4pmonline (zoom) Abstract Graph based data science lets us leverage the power of relationships and structure in data to improve model prediction and answer previously intractable questions. In this tutorial we will first introduce the...
Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Foula VagenaFebruary 16, 4pmonline (zoom) Abstract Machine learning is a branch of artificial intelligence (AI) focused on building applications that learn from data and improve their accuracy over time without being programmed to do so. When statistical...
Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Foula VagenaMarch 16, 4 PMonline (zoom) Abstract Machine learning is a branch of artificial intelligence (AI) focused on building applications that learn from data and improve their accuracy over time without being programmed to do so. When statistical...
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