Conférences - Réseaux de neurones et intelligence artificielle, apprentissage automatique - Italie

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1
ML4Astro — International Conference on Machine Learning for Astrophysics
30 mai 2022 - 01 jui 2022 • Catania, Italie
Résumé:
In the view of the forthcoming Big Data era for the astronomy community, the conference focuses on challenges coming from the application of ML/DL methods to open problems in astrophysics: novel AI techniques will be presented and joint discussions on their use with observational data will be fostered.
Sujets:
Supervised/Unsupervised/Semi-supervised Learning, Deep learning, Active Learning, Image segmentation, object detection and classification, Anomaly discovery, Data preparation, generation and augmentation, Time series analysis, transients , Classification and regression, Data mining, Software tools and services for machine learning , Computing infrastructures and devices for Artificial Intelligence
Identifiant de l'évènement:
1462742
2
Lake Como School — Statistical Physics of Deep Learning
13 jui 2022 - 17 jui 2022 • Como, Italie
Organisateur:
Lake Como School of Advanced Studies
Identifiant de l'évènement:
1459512
3
IPMU’2022 — The 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems
11 jul 2022 - 15 jul 2022 • Milan, Italie
Résumé:
The IPMU Conference is organized every two years since 1986 with the focus of bringing together scientists working on methods for the management of uncertainty and aggregation. It also provides a forum for the exchange of ideas between theoreticians and practitioners in these and related areas.
Identifiant de l'évènement:
1398703
4
OLA'2022 — International Conference on Optimization and Learning
18 jul 2022 - 20 jul 2022 • Syracuse, Sicilia - hybrid, Italie
Résumé:
OLA2022 will provide an opportunity to the international research community in optimization and learning to discuss recent research results and to develop new ideas and collaborations in a friendly and relaxed atmosphere. OLA2022 welcomes presentations that cover any aspects of optimization and learning research such as new high-impact applications, parameter tuning, 4th industrial revolution, new research challenges, hybridization issues, optimization-simulation, meta-modeling, high-performance and exascale computing, surrogate modeling, multi-objective optimization, optimization for machine learning, deep learning and optimization, machine learning for optimization, optimization and learning under uncertainty, etc.
Date limite de soumission des résumés:
28 jan 2022
Identifiant de l'évènement:
1451046
Sujets apparentés:
5
INdAM Joint School 2021 — Mathematics of Machine Learning
18 jul 2022 - 29 jul 2022 • IndAM, Italie
Résumé:
Learning theory is a rich field at the intersection of statistics, probability, computer science, and optimization. Over the last decades the statistical learning approach has been successfully applied to many problems of great interest, such as bioinformatics, computer vision, speech processing, robotics, and information retrieval. These impressive successes relied crucially on the mathematical foundation of statistical learning.
Identifiant de l'évènement:
1443961
6
Machine Learning at GGI
22 aou 2022 - 30 sep 2022 • Florence, Italie
Organisateur:
Galileo Galilei Institute
Résumé:
Machine learning (ML) is nowadays an important toolbox for theoretical and experimental physics, and its importance is expected to steadily grow in the coming years. Thanks to its effectiveness and extreme flexibility, it allows for applications covering a huge set of topics, ranging from statistical data analysis, to simulation and modeling. For this reason ML has been successfully used in very different research areas, such as high-energy physics, astrophysics and cosmology, condensed matter and statistical physics. Applications in different domains often share strong similarities either in the problems to be solved or in the methodology employed. This motivates a fruitful exchange of ideas, which however is seldom achieved in practice due to the distance among different research communities. The aim of the workshop is to bring together researchers with interests and expertise in ML from different fields in physics, strongly encouraging and promoting cross-topic exchange of ideas and collaborations.
Identifiant de l'évènement:
1486128
7
Lake Como School — Machine Learning Photonics
29 aou 2022 - 02 sep 2022 • Como, Italie
Organisateur:
Lake Como School of Advanced Studies
Identifiant de l'évènement:
1459708
8
Lake Como School — Logic for the AI Spring
12 sep 2022 - 16 sep 2022 • Como, Italie
Organisateur:
Lake Como School of Advanced Studies
Identifiant de l'évènement:
1459705
9
VL/HCC 2022 — IEEE Symposium on Visual Languages and Human-Centric Computing
16 sep 2022 • Rome, Italie
Résumé:
From the beginning of the computer age, people have sought easier ways to learn, express, and understand computational ideas. Whether this meant moving from punch cards to textual languages, or command lines to graphical UIs, the quest to make computation easier to express, manipulate, and understand by a broader group of people is an ongoing challenge. The IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) is the premier international forum for research on this topic. Established in 1984, the mission of the conference is to support the design, theory, application, and evaluation of computing technologies and languages for programming, modeling, and communicating, which are easier to learn, use, and understand by people.
Sujets:
Human-Centric AI
Date limite de soumission des résumés:
23 mar 2022
Identifiant de l'évènement:
1444981
10
Lake Como School — Advances in Artificial Intelligence
19 sep 2022 - 23 sep 2022 • Como, Italie
Organisateur:
Lake Como School of Advanced Studies
Identifiant de l'évènement:
1459737


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Dernière mise à jour: 09 Mai 2022