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

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School on Machine Learning Photonics
15 mar 2021 - 19 mar 2021 • Como, Italie
Lake Como School of Advanced Studies
The school brings together experts in emerging photonic technologies, machine learning techniques, and fundamental physics who will share with young researchers their knowledge and interdisciplinary approaches for understanding and designing complex photonic systems and their practical applications. In the new era of artificial intelligence, algorithms and computational interfaces are broadly emerging as novel tools to do scientific research. The paradigms of machine learning also inspire interpretations and methodologies, in both theories and experiments. Nonlinear, quantum and bio-photonics, as well as optical communications, are surprisingly influenced by these new ideas. The summer school is aimed to explore machine learning applications in the specific fields of nonlinear optics and photonics.
machine learning methods and complexity of optical communication systems, including topics such as the nonlinear Fourier transform and transmission over multimode fibres; complexity in quantum systems emulated in photonics (including optical computing); complexity of emerging novel materials, device and components such as micro-resonators and plasmonic nanostructures. Importantly, the complexity in bio-medical photonic applications will be also considered as a high priority topic
Identifiant de l'évènement:
ACDL2021 — 4th Advanced Online & Onsite Course on Data Science & Machine Learning
19 jul 2021 - 23 jul 2021 • Castelnuovo Berardenga (Siena) Tuscany, Italie
The Advanced Course is not a summer school suited only for younger scholars. Rather, a significant proportion of seasoned investigators are regularly present among the attendees, often senior and junior faculty at their own institutions. The balanced audience that we strive to maintain in each Advanced Course greatly contributes to the development of intense cross-disciplinary debates among faculty and participants that typically address the most advanced and emerging areas of each topic. Each faculty member presents lectures and discusses with the participants for one entire day. Such long interaction together with the small, exclusive Course size provides the uncommon opportunity to fully explore the expertise of each faculty, often through one-to-one mentoring. This is unparalleled and priceless. The Certosa di Pontignano provides the perfect setting to a relaxed yet intense learning atmosphere, with the stunning backdrop of the Tuscan landscapes. World-class wines and traditional foods will make the Advanced Course on Data Science and Machine Learning the experience of a lifetime.
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Artificial Intelligence, Big Data, Cognitive Computing, Computational Cognitive Science, Constraint-Based Approaches to Machine Learning, Data Science, Deep Learning, Explainable Artificial Intelligence, General Reinforcement Learning Algorithms, Generative Adversarial Networks, Machine Learning, Probabilistic Generative Models, Probabilistic Programming, Reinforcement Learning, Robotics, Theory of Deep Learning,
Identifiant de l'évènement:
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Dernière mise à jour: 18 Novembre 2020