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

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1
Focussed Research Groups at BIRS — Mathematical Modelling and Machine Learning for Phonetics
19 avr 2020 - 26 avr 2020 • Banff, Alberta, Canada
Organisateur:
Banff International Research Station for Mathematical Innovation and Discovery (BIRS)
Résumé:
Phonetics is the study of the sounds of the worlds languages and how they are used to communicate. A wealth of information is known by linguists about which sounds are used, how they are produced, how children learn these sounds, and how the use of sounds differs between different groups of speakers. Still, many fundamental questions remain unanswered relating to this important part of human language. The purpose of this Focussed Research Group is to bring together mathematicians and computer scientists who are interested in phonetics with linguists who are seeking ways to i) handle the massive amounts of data that are available in the human speech stream, and ii) develop mathematical models to clarify research questions and guide empirical study.
Identifiant de l'évènement:
1329524
2
5 Day Workshop at BIRS — Optimal Transport and Analysis for Machine Learning
10 mai 2020 - 15 mai 2020 • Banff, Alberta, Canada
Résumé:
Optimal transport has now become an integral part of models for important tasks in machine learning, including deep learning and domain transfer. Recently, analytical approaches have shown to provide important information about the behavior of the functions that model key tasks in machine learning, including their asymptotics and stability, as well as their numerical optimization. The aim of the workshop is to bring together experts, as well as young researchers, in optimal transportation, applied analysis, scientific computing, and machine learning, to consider some of the interesting and deep research questions that would benefit from joint expertise.
Identifiant de l'évènement:
1329764
Sujets apparentés:
3
2 Day Workshop at BIRS — Multiplex Brain Networks
29 mai 2020 - 31 mai 2020 • Banff, Alberta, Canada
Résumé:
Understanding the relationship between structure, dynamics, and function in the brain is a crucial step toward innovative solutions for brain-related diseases such as epilepsy, Parkinson’s disease and Autism Spectrum Disorders, and hence, it is of immense importance for society. Complex network approaches have successfully provided new insights about the structure and function of the brain for two decades. With recent advances in data science for neuroscience, the increased complexity of the data such as neurosignals from multiple frequency bands, large-scale optical imaging of neuronal activity, and high-resolution Functional Magnetic Resonance Imaging, has led to the proposition that multilayer-network models are essential to model and understand brain dynamics. This workshop builds on early successes using this framework and brings together a diverse group of world-leading experts of various backgrounds to take the application of multiplex networks in neuroscience to the next level. Bridging the gap between complex network theory and neuroscience. We expect that this workshop and the transdisciplinary collaborations between the different fields and participants will stimulate significant advances in our understanding of the brain and indeed lead to new diagnostic methods and treatments of brain related diseases in the future.
Identifiant de l'évènement:
1329600
Sujets apparentés:
4
2 Day Workshop at BIRS — Recent progress in detection and prediction of epilepsy
12 jui 2020 - 14 jui 2020 • Banff, Alberta, Canada
Résumé:
Human epilepsy is a common neurological disorder, 0.6% of Canadian suffer from it. The focus of this 2-days meeting is mathematical processing of epilepsy-associated EEG data, its role in seizure analysis and diagnostics. The purpose is to bring together three groups of researchers: physicians specializing in drug-resistant epilepsy, behavioral neuroscientists, and applied mathematicians.Thanks to the first group, extensive clinical data is available with detailed description. The second group experiments with animals, and some data analysis methods can be applied to clinical data as well. This is a conference, a brainstorming activity and a training opportunity for research associates, postdoctoral fellows and graduate students involved in all three groups. The proposed participants are members of the mathematics and statistics departments, neurology, clinical neurosciences, cell biology, physiology, psychology and practicing medical doctors.
Identifiant de l'évènement:
1329632
Sujets apparentés:
5
  MIDL 2020   —  International Conference on Medical Imaging with Deep Learning  
06 jul 2020 - 08 jul 2020 •  Montréal, Quebec, Canada
Résumé:
The MIDL conference aims to be a forum for deep learning researchers, clinicians and health-care companies to take a leap in the application of deep learning based automatic image analysis in disease screening, diagnosis, prognosis, treatment selection and treatment monitoring. The conference will have a broad scope and include topics such as computer-aided screening and diagnosis, detection, segmentation, (multi-modal) registration, image reconstruction and synthesis.
Identifiant de l'évènement:
1315847
6
5 Day Workshop at BIRS — New Developments in Quantum Machine Learning
12 jul 2020 - 17 jul 2020 • Banff, Alberta, Canada
Identifiant de l'évènement:
1329908
7
UAI — Conference on Uncertainty in Artificial Intelligence
03 aou 2020 - 06 aou 2020 • Toronto, Canada
Organisateur:
UAI is supported by the Association for Uncertainty in Artificial Intelligence (AUAI).
Résumé:
The Conference on Uncertainty in Artificial Intelligence (UAI) is one of the premier international conferences on research related to knowledge representation, learning, and reasoning in the presence of uncertainty.
Identifiant de l'évènement:
1307225
8
TSI 2020 — Quantum Computing and Machine Learning for Science and Technology Summer School
03 aou 2020 - 14 aou 2020 • Vancouver, BC, Canada
9
AIML — AI and ML Strategies Summit
15 sep 2020 - 16 sep 2020 • Toronto, Canada
Organisateur:
Strategy Institute
Résumé:
AI and Machine Learning have evolved from a "nice-to-have" to an imperative for all organizations across all industries within the last year. It is your turn to build an AI and Machine Learning strategy by learning about the latest technologies and implementations from high-profile companies. Over a course of two full days, learn from TD, Air Canada, Modiface, LG, and more about proven strategies and detailed action plans. Our events allow for valuable networking opportunities with business leaders from across North America. Registration is limited - save you spot and join us on Sept 15-16, 2020 in Toronto, ON.
Contact:
Customer Care;     Tél.: [1(866)298-9343 ext.259];     Email.: customercare@strategyinstitute.com
Identifiant de l'évènement:
1341490


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Dernière mise à jour: 30 Mars 2020