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

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1
Mathematical Statistics and Learning
28 nov 2021 - 03 dec 2021 • Banff Centre in Alberta, Canada
Organisateur:
Banff International Research Station for Mathematical Innovation and Discovery (BIRS)
Résumé:
The workshop focuses on the novel mathematical challenges of statistics and machine learning. The spectacular success of machine learning in a wide range of applications opens many exciting theoretical challenges in a number of mathematical fields, including probability, statistics, combinatorics, optimization, and geometry. BIRS will bring together researchers of machine learning and mathematical statistics to discuss these problems. The principal topics include combinatorial statistics, online learning, and deep neural networks.
Identifiant de l'évènement:
1364462
2
BIRS Workshop — Dynamical Principles of Biological and Artificial Neural Networks
09 jan 2022 - 14 jan 2022 • Banff, Alberta, Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Résumé:
Despite these recent successes at the neuroscience-AI intersection, there are many deep mathematical questions still to answer: 1) given their enormous size and complexity, how can we understand the operations performed by a fully-trained deep learning algorithm, or (analogously) an animal’s brain?; 2) how does the dynamics of activations within biological and artificial neural networks evolve and interact over different timescales (seconds, hours, days, etc.)?; 3) how does randomness in the environment and/or within the neuronal networks themselves contribute to the function of these networks?; 4) what features most enhance (or degrade) the computational power of neuronal networks?; 5) how do brains and AI systems reason in the face of uncertainty? This upcoming BIRS workshop will bring together AI researchers, neuroscientists, and mathematicians, to answer these questions. In so doing, it aims to advance all three of those disciplines, leading to better AI algorithms, and potentially better diagnosis and treatment of those with brain disorders.
Identifiant de l'évènement:
1438967
3
AAAI 2022 — 36 AAAI Conference on Artificial Intelligence
22 fév 2022 - 01 mar 2022 • Vancouver, British Columbia, Canada
Organisateur:
Association for the Advancement of Artificial Intelligence
Résumé:
The purpose of the AAAI conference is to promote research in artificial intelligence (AI) and scientific exchange among AI researchers, practitioners, scientists, and engineers in affiliated disciplines. AAAI-22 will have a diverse technical track, student abstracts, poster sessions, invited speakers, tutorials, workshops, and exhibit and competition programs, all selected according to the highest reviewing standards. AAAI-22 welcomes submissions on mainstream AI topics as well as novel crosscutting work in related areas.
Date limite de soumission des résumés:
30 aou 2021
Identifiant de l'évènement:
1442164
4
BIRS Workshop — Mathematical Modelling and Machine Learning for Phonetics
06 mar 2022 - 13 mar 2022 • Banff, Alberta, Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Identifiant de l'évènement:
1438980
5
BIRS Workshop — Advances in Stein’s method and its applications in Machine Learning and Optimization
10 avr 2022 - 15 avr 2022 • Banff, Alberta, Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Identifiant de l'évènement:
1439138
6
BIRS Workshop — Multiplex Brain Networks
22 avr 2022 - 24 avr 2022 • Banff, Alberta, Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Identifiant de l'évènement:
1439136
7
BIRS Workshop — Interpretability in Artificial Intelligence
01 mai 2022 - 06 mai 2022 • Banff, Alberta, Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Identifiant de l'évènement:
1439209
8
Banff Workshop — Deep Learning for Genetics, Genomics and Metagenomics: Latest developments and New Directions
05 jui 2022 - 10 jui 2022 • UBC Okanagan campus in Kelowna, B.C., Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Identifiant de l'évènement:
1439990
9
Banff Workshop — Driving Global Inference for New Physics with Machine Learning, Big Data and Large-Scale Statistical Simulation
31 jul 2022 - 05 aou 2022 • UBC Okanagan campus in Kelowna, B.C., Canada
Organisateur:
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Identifiant de l'évènement:
1440159
Sujets apparentés:


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Dernière mise à jour: 02 Septembre 2021