Conference
05 Sep, 2022 - 09 Sep, 2022
Massimo Brescia (INAF Napoli)
Filippo Caruso (U. Firenze)
S. George Djorgovski (Caltech)
Duccio Fanelli (U. Firenze)
Alessandro Marconi (U. Firenze)
Florian Marquardt (Max Planck Erlangen)
Giuliano Panico (U. Firenze)
Jesse Thaler (MIT)
Andrea Wulzer (CERN & U. Padova)
Giuliano Panico (U. Firenze)
Please read the INFN Code of Conduct for Conferences and Events.
The participants who would like to present a poster are kindly invited to send an email with the title and a short abstract to alice.bernamonti@unifuit before May 22, specifying for which week of the workshop. Since a limited number of panels is available, the organizers will select the posters shortly after the deadline.
week 3
| Monday | Tuesday | Wednesday | Thursday | Friday | |
|---|---|---|---|---|---|
| 11:30 - 12:30 | Tomasevic | Newenfeld | Collin-Ellerin | Caceres | |
| 13:00 - 14:30 | lunch | lunch | lunch | lunch | lunch |
| 14:30 - 15:30 | Sorce | Emparan |
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Cras ultricies ligula sed magna dictum porta. Quisque velit nisi, pretium ut lacinia in, elementum id enim. Donec rutrum congue leo eget malesuada. Nulla porttitor accumsan tincidunt. Vestibulum ac diam sit amet quam vehicula elementum sed sit amet dui. Mauris blandit aliquet elit, eget tincidunt nibh pulvinar a. Curabitur arcu erat, accumsan id imperdiet et, porttitor at sem. Vestibulum ac diam sit amet quam vehicula elementum sed sit amet dui. Cras ultricies ligula sed magna dictum porta. Mauris blandit aliquet elit, eget tincidunt nibh pulvinar a.
| Date | Speaker | Title | Type | Useful Links |
|---|---|---|---|---|
| 05 Sep, 2022 - 11:15-11:45 | Eliska Greplova | Machine Learning and Large Scale Quantum Systems | Talk |
|
| 05 Sep, 2022 - 11:50-12:20 | Stefano Martina | Machine Learning for quantum noise discrimination | Talk |
|
| 05 Sep, 2022 - 12:25-12:55 | Lorenzo Giambagli | Spectral Pruning for Neural Network | Talk |
|
| 05 Sep, 2022 - 14:30-15:00 | Andre Scaffidi | A semi-supervised approach to dark matter searches in direct detection data with machine learning | Talk |
|
| 05 Sep, 2022 - 15:05-15:35 | Moritz Münchmeyer | Two machine learning based methods for field-level inference of cosmological parameters | Talk |
|
| 05 Sep, 2022 - 15:40-16:10 | Marat Freytsis | Recurrent NNs for fast signal discovery in pulsar timing arrays | Talk |
|
| 05 Sep, 2022 - 16:45-17:15 | Jeff Byers | Using Machine Learning for Physics: The Underlying Mathematical Assumptions | Talk |
|
| 05 Sep, 2022 - 17:20-17:50 | Andrea Pasquale | Product Jacobi-Theta Boltzmann machines with score matching | Talk |
|
| 06 Sep, 2022 - 10:40-11:10 | Filippo Caruso | Quantum Computing & Quantum Machine Learning | Talk |
|
| 06 Sep, 2022 - 11:15-11:45 | Riccardo Zecchina | Algorithmic exploitation of the energy landscape in non-convex neural networks | Talk |
|
| 06 Sep, 2022 - 11:50-12:20 | Cecilia Clementi | Coarse-graining for classical and quantum systems | Talk |
|
| 06 Sep, 2022 - 12:25-12:55 | Jack Araz | Bridge between Classical & Quantum Machine Learning | Talk |
|
| 06 Sep, 2022 - 14:30-15:00 | Luca Graziani | Cosmological simulations of Galaxy formation supervised by Machine Learning algorithms | Talk |
|
| 06 Sep, 2022 - 15:05-15:35 | Lavanya Nemani | Reconstructing blended galaxies with Machine Learning | Talk |
|
| 06 Sep, 2022 - 15:40-16:10 | Giuseppe Longo | Digging into data cubes with Deep Learning | Talk |
|
| 06 Sep, 2022 - 16:45-17:15 | Stefano Carrazza | Style-based quantum generative adversarial networks for Monte Carlo events | Talk |
|
| 06 Sep, 2022 - 17:20-17:50 | Alessandro Candido | PDF determination: from NN fitting to posterior sampling | Talk |
|
| 07 Sep, 2022 - 10:40-11:10 | Marco Zanetti | The LHC Physics case | Talk |
|
| 07 Sep, 2022 - 11:15-11:45 | Gaia Grosso | Learning New Physics from a Machine | Talk |
|
| 07 Sep, 2022 - 11:50-12:20 | Marco Letizia | Efficient nonparametric methods for statistical anomaly detection | Talk |
|
| 07 Sep, 2022 - 12:25-12:55 | Katherine Fraser | Challenges for unsupervised anomaly detection in particle physics | Talk |
|
| 07 Sep, 2022 - 14:30-15:00 | Federico Ricci Tersenghi | A theory explaining the limits and performances of algorithms based on simulated annealing in solving sparse hard inference problems | Talk |
|
| 07 Sep, 2022 - 15:05-15:35 | Sreetama Das | Quantum associative memory for quantum image recognition | Talk |
|
| 07 Sep, 2022 - 15:40-16:10 | Florian Marquardt | Reinforcement Learning for Quantum Technologies | Talk |
|
| 08 Sep, 2022 - 10:40-11:10 | Alessandro Terrieri | NCPA mitigation using PCA and Neural Network | Talk |
|
| 08 Sep, 2022 - 11:15-11:45 | Marco Bonici | Accelerating cosmological inference with Deep Learning | Talk |
|
| 08 Sep, 2022 - 11:50-12:20 | Farida Farsian | Graph-Convolutional Neural Networks as a new tool to extract clustering information of the Cosmic web | Talk |
|
| 08 Sep, 2022 - 12:25-12:55 | David Prelogovic | Optimal compression of the cosmic 21-cm signal | Talk |
|
| 08 Sep, 2022 - 14:30-15:00 | Giuliano Panico | Parametrized classifiers for optimal EFT sensitivity | Talk |
|
| 08 Sep, 2022 - 15:05-15:35 | Robert Schöfbeck | Exploring EFT with ML at the LHC | Talk |
|
| 08 Sep, 2022 - 15:40-16:10 | Louis Lyons | PHYSTAT Activities | Talk |
|
| 08 Sep, 2022 - 16:45-17:15 | Jaco Ter Hoeve | Towards an optimal global SMEFT fit with machine learning | Talk |
|
| 08 Sep, 2022 - 17:20-17:50 | Manuel Szewc | Unsupervised Quark/Gluon Jet Tagging With Poissonian Mixture Models | Talk |
|
| 09 Sep, 2022 - 10:40-11:10 | Uros Seljak | Translation and Rotation Equivariant Normalizing Flows for cosmology and beyond | Talk |
|
| 09 Sep, 2022 - 11:15-11:45 | Raghav Kansal | Particle Cloud Generation with Message Passing GANs | Talk |
|
| 09 Sep, 2022 - 11:50-12:20 | Piotr Bialas | Gradient estimators for normalising flows | Talk |
|
| 09 Sep, 2022 - 12:25-12:55 | Enrico Rinaldi | Machine learning for supersymmetric matrix models | Talk |
|
| 09 Sep, 2022 - 14:30-15:00 | Vittorio Peano | Rapid Exploration of Topological Band Structures Using Deep Learning | Talk |
|
| 09 Sep, 2022 - 15:05-15:35 | Leopoldo Sarra | Renormalized Mutual Information for Artificial Scientific Discovery | Talk |
|
| 09 Sep, 2022 - 15:40-16:10 | Lorenzo Buffoni | Quantum density peak clustering | Talk |
|