Meetings/Workshops on Soft Computing, Evolutionary Computation, Metaheuristic Optimization, Fuzzy Logic in the United States (USA)

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Workshop IV: Deep Geometric Learning of Big Data and Applications
20 May 2019 - 24 May 2019 • Institute for Pure and Applied Mathematics (IPAM),, United States
Deep learning techniques have achieved impressive performance in computer vision, natural language processing and speech analysis. These tasks focus on data that lie on Euclidean domains, and mathematical tools for these domains, such as convolution, downsampling, multi-scale, and locality, are well-defined and benefit from fast computational hardware like GPUs. However, many essential data and tasks deal with non-Euclidean domains for which deep learning methods were not originally designed, such as 3D point clouds and shapes, or functional MRI. The goals of this workshop are to: 1) bring together mathematicians, data scientists and domain experts to establish the current state of these emerging techniques, 2) discuss a framework for the analysis of these new deep learning techniques, 3) establish new research directions and applications of these techniques, and 4) discuss new computer processing architecture beyond GPU adapted to non-Euclidean domains
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IFSA - NAFIPS 2019 — 2019 IFSA World Congress and NAFIPS Annual Conference
18 Jun 2019 - 22 Jun 2019 • Lafayette, Louisiana, United States
The Department of Mathematics and the Center for Advanced Computer Studies at the University of Louisiana at Lafayette are pleased to host the joint 2019 IFSA World Congress and NAFIPS Annual Conference.
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Computational Psychiatry
18 Feb 2020 - 21 Feb 2020 • Los Angeles, CA, United States
Institute for Pure and Applied Mathematics (IPAM), UCLA
Psychiatric disorders are typically diagnosed and evaluated using subjective psychological exams that assess symptoms, thoughts, feelings and behavioral patterns. Ongoing and recent advances in measurements provide EEG, functional MRI, optogenetic, genomic, and metabolic data. Along with mathematical methods developed to analyze these data, a more physiological and quantitative approach for diagnosis and treatment can be envisioned. This workshop will explore how modern computational tools and mathematical modeling can be integrated with measurements to improve psychiatric diagnosis and treatment.
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Last updated: 08 January 2019