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08:45
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Welcome
(until 09:00)
()
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09:00
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Looking into the Pandora Box: The Generalization Problem
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Filippo Fabrocini
(Tongji University, China)
()
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11:00
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--- Coffee break ---
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11:30
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Network geometry
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Carlo Cannistraci
(Tsinghua University, Beijing, China)
()
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09:00
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Quantum Machine Learning
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Filippo Caruso
(University of Firenze, Italy)
()
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11:00
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--- Coffee break ---
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11:30
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Network topology and sparse training
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Carlo Cannistraci
(Tsinghua University, Beijing, China)
()
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09:00
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Data driven tools for Eulerian and Lagrangian Turbulence
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Luca Biferale
(Università di Roma Tor Vergata, Italy)
()
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11:00
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--- Coffee break ---
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11:30
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Data driven tools for Eulerian and Lagrangian Turbulence
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Luca Biferale
(Università di Roma Tor Vergata, Italy)
()
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09:00
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Data modeling with Energy Based Models
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Beatriz Seoane Bartolomé
(Paris-Saclay University, France)
()
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11:00
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--- Coffee break ---
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11:30
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On the effect of MCMC in the training of EBMs
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Beatriz Seoane Bartolomé
(Paris-Saclay University, France)
()
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09:00
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Statistical Physics for Machine Learning
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Aurélien Decelle
(Universidad Complutense, Madrid, Spain)
()
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11:00
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--- Coffee break ---
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11:30
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From Sparse Modeling to Sparse Communication
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Andre Martins
(Instituto Superior Técnico, Lisbon, Portugal)
()
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09:00
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Departure
(until 12:00)
()
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16:00
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Registration
(until 18:00)
()
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12:30
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Lunch
(until 14:00)
()
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14:00
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Large Language Models and Deep Learning for computer vision and time series: from academia to industry - I
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Felipe Freitas
(EDF Energy, London, UK)
()
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16:00
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--- Coffee break ---
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16:30
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Neural networks, quantum systems, and gravity
-
Koji Hashimoto
(Kyoto University, Japan)
()
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12:30
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Lunch
(until 14:00)
()
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14:00
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Applications of Fourier analytic Barron Space Theory
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Jonathan Andrew Miller
(Euler Scientific, Fremont, CA, USA)
()
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16:00
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--- Coffee break ---
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16:30
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Large Language Models and Deep Learning for computer vision and time series: from academia to industry - II
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Felipe Freitas
(EDF Energy, London, UK)
()
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12:30
|
Lunch
(until 14:00)
()
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14:00
|
Analytical approaches to the learning dynamics of neural networks - I
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Sebastian Goldt
(International School of Advanced Studies, Trieste, Italy)
()
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16:00
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--- Coffee break ---
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16:30
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Data, relations and their shape
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Radmila Sazdanovic
(North Carolina State University, Raleigh, NC, USA)
()
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12:30
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Flash talk: Predicting trainability of neural networks by tracing information flows
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Yanick Thurn
(Julius-Maximilians university of Wuerzburg)
()
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13:00
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Lunch
(until 14:00)
()
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14:00
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Excursion
(until 17:35)
()
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19:00
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Banquet
(until 22:00)
()
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12:30
|
Lunch
(until 14:00)
()
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14:00
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Analytical approaches to the learning dynamics of neural networks - II
-
Sebastian Goldt
(International School of Advanced Studies, Trieste, Italy)
()
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16:00
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--- Coffee break ---
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16:30
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Modelling complex systems as interacting agents
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Christopher Fields
(Tufts University, Medford, MA, US)
()
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18:30
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Closing
(until 19:00)
()
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