BEGIN:VCALENDAR VERSION:2.0 PRODID:-//CERN//INDICO//EN BEGIN:VEVENT SUMMARY:Looking into the Pandora Box: The Generalization Problem DTSTART:20240423T070000Z DTEND:20240423T090000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6660@indico.fysik.lu.se DESCRIPTION:Speakers: Filippo Fabrocini (Tongji University\, China)\n\nhtt ps://indico.fysik.lu.se/event/2901/contributions/6660/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6660/ END:VEVENT BEGIN:VEVENT SUMMARY:Quantum Machine Learning DTSTART:20240424T070000Z DTEND:20240424T090000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6664@indico.fysik.lu.se DESCRIPTION:Speakers: Filippo Caruso (University of Firenze\, Italy)\n\nht tps://indico.fysik.lu.se/event/2901/contributions/6664/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6664/ END:VEVENT BEGIN:VEVENT SUMMARY:Applications of Fourier analytic Barron Space Theory DTSTART:20240424T120000Z DTEND:20240424T140000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6666@indico.fysik.lu.se DESCRIPTION:Speakers: Jonathan Andrew Miller (Euler Scientific\, Fremont\, CA\, USA)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6666/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6666/ END:VEVENT BEGIN:VEVENT SUMMARY:Data\, relations and their shape DTSTART:20240425T143000Z DTEND:20240425T163000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6671@indico.fysik.lu.se DESCRIPTION:Speakers: Radmila Sazdanovic (North Carolina State University\ , Raleigh\, NC\, USA)\n\nhttps://indico.fysik.lu.se/event/2901/contributio ns/6671/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6671/ END:VEVENT BEGIN:VEVENT SUMMARY:Statistical Physics for Machine Learning DTSTART:20240427T070000Z DTEND:20240427T090000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6675@indico.fysik.lu.se DESCRIPTION:Speakers: Aurélien Decelle (Universidad Complutense\, Madrid\ , Spain)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6675/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6675/ END:VEVENT BEGIN:VEVENT SUMMARY:Modelling complex systems as interacting agents DTSTART:20240427T143000Z DTEND:20240427T163000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6678@indico.fysik.lu.se DESCRIPTION:Speakers: Christopher Fields (Tufts University\, Medford\, MA\ , US)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6678/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6678/ END:VEVENT BEGIN:VEVENT SUMMARY:Neural networks\, quantum systems\, and gravity DTSTART:20240423T143000Z DTEND:20240423T163000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6663@indico.fysik.lu.se DESCRIPTION:Speakers: Koji Hashimoto (Kyoto University\, Japan)\n\nhttps:/ /indico.fysik.lu.se/event/2901/contributions/6663/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6663/ END:VEVENT BEGIN:VEVENT SUMMARY:Large Language Models and Deep Learning for computer vision and ti me series: from academia to industry - I DTSTART:20240423T120000Z DTEND:20240423T140000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6662@indico.fysik.lu.se DESCRIPTION:Speakers: Felipe Freitas (EDF Energy\, London\, UK)\n\nhttps:/ /indico.fysik.lu.se/event/2901/contributions/6662/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6662/ END:VEVENT BEGIN:VEVENT SUMMARY:Network geometry DTSTART:20240423T093000Z DTEND:20240423T103000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6661@indico.fysik.lu.se DESCRIPTION:Speakers: Carlo Cannistraci (Tsinghua University\, Beijing\, C hina)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6661/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6661/ END:VEVENT BEGIN:VEVENT SUMMARY:Large Language Models and Deep Learning for computer vision and ti me series: from academia to industry - II DTSTART:20240424T143000Z DTEND:20240424T163000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6667@indico.fysik.lu.se DESCRIPTION:Speakers: Felipe Freitas (EDF Energy\, London\, UK)\n\nhttps:/ /indico.fysik.lu.se/event/2901/contributions/6667/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6667/ END:VEVENT BEGIN:VEVENT SUMMARY:Data driven tools for Eulerian and Lagrangian Turbulence DTSTART:20240425T093000Z DTEND:20240425T103000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6669@indico.fysik.lu.se DESCRIPTION:Speakers: Luca Biferale (Università di Roma Tor Vergata\, Ita ly)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6669/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6669/ END:VEVENT BEGIN:VEVENT SUMMARY:Data modeling with Energy Based Models DTSTART:20240426T070000Z DTEND:20240426T090000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6672@indico.fysik.lu.se DESCRIPTION:Speakers: Beatriz Seoane Bartolomé (Paris-Saclay University\, France)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6672/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6672/ END:VEVENT BEGIN:VEVENT SUMMARY:Analytical approaches to the learning dynamics of neural networks - I DTSTART:20240425T120000Z DTEND:20240425T140000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6670@indico.fysik.lu.se DESCRIPTION:Speakers: Sebastian Goldt (International School of Advanced St udies\, Trieste\, Italy)\n\nhttps://indico.fysik.lu.se/event/2901/contribu tions/6670/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6670/ END:VEVENT BEGIN:VEVENT SUMMARY:On the effect of MCMC in the training of EBMs DTSTART:20240426T093000Z DTEND:20240426T103000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6673@indico.fysik.lu.se DESCRIPTION:Speakers: Beatriz Seoane Bartolomé (Paris-Saclay University\, France)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6673/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6673/ END:VEVENT BEGIN:VEVENT SUMMARY:From Sparse Modeling to Sparse Communication DTSTART:20240427T093000Z DTEND:20240427T103000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6676@indico.fysik.lu.se DESCRIPTION:Speakers: Andre Martins (Instituto Superior Técnico\, Lisbon\ , Portugal)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6676/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6676/ END:VEVENT BEGIN:VEVENT SUMMARY:Analytical approaches to the learning dynamics of neural networks - II DTSTART:20240427T120000Z DTEND:20240427T140000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6677@indico.fysik.lu.se DESCRIPTION:Speakers: Sebastian Goldt (International School of Advanced St udies\, Trieste\, Italy)\n\nhttps://indico.fysik.lu.se/event/2901/contribu tions/6677/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6677/ END:VEVENT BEGIN:VEVENT SUMMARY:Data driven tools for Eulerian and Lagrangian Turbulence DTSTART:20240425T070000Z DTEND:20240425T090000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6668@indico.fysik.lu.se DESCRIPTION:Speakers: Luca Biferale (Università di Roma Tor Vergata\, Ita ly)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6668/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6668/ END:VEVENT BEGIN:VEVENT SUMMARY:Flash talk: Predicting trainability of neural networks by tracing information flows DTSTART:20240426T103000Z DTEND:20240426T110000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6674@indico.fysik.lu.se DESCRIPTION:Speakers: Yanick Thurn (Julius-Maximilians university of Wuerz burg)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6674/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6674/ END:VEVENT BEGIN:VEVENT SUMMARY:Network topology and sparse training DTSTART:20240424T093000Z DTEND:20240424T103000Z DTSTAMP:20260717T111800Z UID:indico-contribution-6665@indico.fysik.lu.se DESCRIPTION:Speakers: Carlo Cannistraci (Tsinghua University\, Beijing\, C hina)\n\nhttps://indico.fysik.lu.se/event/2901/contributions/6665/ LOCATION:Ettore Majorana Foundation and Centre for Scientific Culture\, Er ice\, Italy URL:https://indico.fysik.lu.se/event/2901/contributions/6665/ END:VEVENT END:VCALENDAR