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Displaying 56 speakers out of 56
ABHISHEK SHETTY (MIT)
TBA
ALESSANDRO CURIONI (IBM Research Zurich)
The Future of Scientific Discovery
ALESSANDRO DE CESARIS (Università di Torino)
Five Questions on Intelligence and Creativity
ALEX DAMIAN (Princeton)
Learning from Gaussian Data
ALEXANDRA GILLIAMS (Université Paris 1 Panthéon-Sorbonne)
Artificial Optics: AI Art as Phantasmagoric Spectacle
ALEXANDRE DARMON (Art in Research, France)
Beauty at the Edge of Complexity: A Quantitative Exploration of Aesthetic Preference
ALICE BARALE (Università di Milano)
An Example from the Artists? A Philosophical Journey through Creative Experiments with AI
ANDREA MASCARETTI (SISSA)
What's in a caption? Finding semantics with the information imbalance
ANTONIO LERARIO (SISSA)
The creative process in mathematics, mathematicians, and large language models
ARDAVAN VOSSOUGHI (Università di Padova)
COMPOSIZIONE AI & DISKLAVIER
ATISH DABHOLKAR (Director of ICTP)
Opening remarks
ATISH DABHOLKAR (DIRECTOR ICTP), ALESSANDRO CURIONI (IBM RESEARCH ZURICH), SIMON OLSSON (CHALMERS UNIVERSITY OF TECHNOLOGY)
Awarding of the ICTP-IBM Brahmagupta AI Prize for Young Scientists
BALDWIN DANIEL (University of Liverpool)
Process Versus Output: Various Illusions of Originality in Humans and AI
BASIL SAEED (Stanford)
Local minima of the empirical risk in high-dimensions: general theorems and convex examples
BHAVYA VASUDEVA (University of Southern California)
The Rich and the Simple: On the Implicit Bias of Adam and SGD
BINGBIN LIU (CMU)
Improving training via progressive distillation
BRICE HUANG (MIT)
Capacity threshold for the Ising perceptron
CLAUDIO AREZZO (Head of Mathematics Section, ICTP)
Brahmagupta's legacy
DANIIL DMITRIEV (ETH Zurich)
The Lovasz number of random circulant graphs
DORDE LAZAREVIC (University of Niš)
AI and the problem of creative spontaneity
ELIZABETH COLLINS-WOODFIN (University of Oregon)
High-dimensional dynamics of SGD for GLMs and Gaussian mixture models
ERIN GRANT (Gatsby)
Internal validity of representational comparisons
FEDERICO MILANESIO (Università di Torino)
The Myth of the Creativity Dial: Temperature in LLMs
FILIP KOVACEVIC (ISTA)
Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery
FRANCESCO CAGNETTA (SISSA)
Towards a theory of Generative AI: A model-based approach
FREYA BEHRENS (EPFL)
TBA
GIOVANNI CHIECO (Università di Trieste)
Reimagining Authorship and Ownership of AI-Generated Images under EU Law
HADI DANESHMAND (MIT)
Understanding Test-time Inference in LLMs
JEAN BARBIER (ICTP)
Opening remarks
JINGFENG WU (Berkeley)
A statistical approach to implicit regularization
KONSTANTIN NIKOLAOU (University of Stuttgart)
Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens
KUNICKI MARTHA (Princeton University)
Can GenAI be creative? AI-Human Co-Creativity:Enriching the Concept of Creativity in Light of Emerging GenAITowards Collective Co-Creativity of AI and Humans
LARISSA BERGER (Uni Siegen)
Could AI be a genius? - Kant's theory of art, artistic creativity and AI
LORENZO BARDONE (SISSA)
Learning beyond the Gaussian approximation: Algorithmic Hardness and Neural Network Dynamics
LORENZO TIBERI (Harvard University)
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
LUDOVICA DE PAOLIS (SISSA)
Synthesizing Naturalistic Visual Textures Using Deep Neural Samplers
MARGALIT GLASGOW (Stanford)
Propogation of Chaos in 2-Layer NNs
MASON KAMB (Stanford)
An Analytic Theory of Creativity in Convolutional Diffusion Models
An Analytic Theory of Creativity in Convolutional Diffusion Models
MATTEO MARSILI (ICTP)
An experiment on beauty and rationality
MAURO PASTORE (ICTP)
Statistical mechanics of extensive-width shallow neural networks near interpolation
MICHELE PIZZOCHERO (University of Bath)
Can Machines Philosophize?
MÁCHA JAKUB (Masaryk University)
Metaphorical Masks: Capturing and Concealing LLM Creativity in Art
NIKOLAOS TSILIVIS (New York University)
Training Models to Internalize Chain-of-Thought, Provably
ORTENSIA FORNI (EconophysiX - Ecole Polytechnique)
Color Distributions in Nature: A Data-Driven Exploration of Color Harmony and Aesthetic Preferences
PATRICK HAYES (University of Glasgow)
Creativity as a Human Virtue
PIERLUIGI MASAI (Università di Trieste)
From the Human/Machine Dichotomy to Distributed Creativity - The Case of AI Integration in Filmmaking
PUSCASU IULIA-DANA (Babes-Bolyai University)
Generative AI: collaborator or tool? The experience of interaction in the process of artistic creation
RAPHAËL URFIN (École Normale Supérieure PSL)
Memorization and Generalization in Generative Diffusion
REESE PATHAK (UC Berkeley)
Revisiting empirical risk minimization: new risk characterizations and suboptimality results
SEBASTIAN GOLDT (SISSA), ELISA GREMMO (UNIPD)
Opening remarks
SEBASTIAN GOLDT (SISSA), ELISA GREMMO (UNIVERSITÀ DI PADOVA)
Conclusion
SIMON OLSSON (Chalmers University of Technology)
Generative Models of Molecular Dynamics
SIMONE BOMBARI (ISTA)
Privacy for Free in the Overparameterized Regime
STEFANO SARAO MANELLI (Chalmers)
The dynamics of bias in SGD training
VIDYA MUTHUKUMAR (Georgea Tech)
Does the [training + test] loss function matter in the ultra-high-dimentional regime?
YEDI ZHANG (University College London)
Training Dynamics of In-Context Learning in Linear Attention

Organizers

Jean Barbier (ICTP), Sebastian Goldt (SISSA), Elisa Gremmo (Università di Padova), Marco Mondelli (Institute of Science and Technology), Fanny Yang (ETH Zurich), Local Organiser: Jean Barbier (ICTP)

Co-sponsors