Meetings/Workshops on Probability and Statistics, Game Theory in France

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UDT2018 — 6th International Conference on Uniform Distribution Theory
01 Oct 2018 - 05 Oct 2018 • CIRM, Marseilles, France
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Masterclass in Bayesian Statistics (part of the Jean-Morlet Chair)
22 Oct 2018 - 26 Oct 2018 • CIRM Luminy, Marseille, France
Most scientific fields now face the issue of "big data", ie the influx of massive datasets, potentially with multiple and complex structure and, to deal with this data deluge, the Bayesian approach sounds particularly promising. This masterclass school aims at introducing novel and state-of-the art algorithmic and inferential tools, from advanced algorithms (Approximate Bayesian computation (ABC), synthetic likelihood, indirect inference, noisy and consensus Monte Carlo, Langevin diffusion subsampling, Hamiltonian Monte Carlo, sequential and asynchronous methods) to inference techniques for large data sets (synthetic likelihood, indirect and non-parametric inference, pseudolikelihood, variational approaches, automatic selection of summaries).
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Bayesian Statistics in the Big Data Era (part of the Jean-Morlet Chair)
26 Nov 2018 - 30 Nov 2018 • CIRM Luminy, Marseille, France
Bayesian methods are now firmly established in the fields of Statistics and Machine Learning and are being increasingly applied to "Big Data". However, there are still gaps in knowledge about the theory, methodology, computation and application of Bayesian methods in this context. This conference will bring together an international and interdisciplinary group of researchers and practitioners to share insights, research, challenges and opportunities in developing and using Bayesian statistics in the Big Data era. The anticipated outcomes include: knowledge transfer, new collaborative networks, new research directions and new statistical tools to address challenging problems in the real world. The themes we aim to cover are Emerging Theory & Methods: Bayesian methodology for big data modelling and analysis; Enabling Computation: Bayesian computation for big data; New Insights: Applications of Bayesian analysis using big data; and Program.
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Last updated: 05 April 2018