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CMO/Banff Workshop — Computational Biology meets Data Science
07 mai 2023 - 12 mai 2023 • Oaxaca, Mexique
Organisateur:
Casa Matemática Oaxaca (CMO)
Résumé:
With the advances of high-throughput technologies, genomics and related fields are hitting the thick data era. Many problems in biology cannot be studied with traditional and exact methods, and the development and application of tailored methods to analyze rich and large-scale biological datasets are still lagging behind. In addition, diverse layers of knowledge in genomics, such as transcriptomics, epigenomics, proteomics and metabolomics need to be integrated and studied jointly with multi-omics approaches to unfold the complex mechanisms of biological systems and organisms. Sparked with creative solutions from data science, computational and data scientists can contribute to the development and implementation of innovative solutions to extract, wrangle, visualize, analyze and store complex data resulting from high-throughput technologies with efficient, transparent and reproducible analytical pipelines.
Identifiant de l'évènement:
1503688
2
CMO/Banff Workshop — Computations and Data in Algebraic Statistics
14 mai 2023 - 19 mai 2023 • Oaxaca, Mexique
Organisateur:
Casa Matemática Oaxaca (CMO)
Résumé:
This workshop brings together both theoreticians and practitioners from broadly different fields to advance algebraic statistical methodology to data science. While linear algebra underlies classical statistics, in {\em algebraic statistics}, the aim is to explore the applicability of nonlinear algebra---which extends algebraic theory beyond linear algebra---to statistical theory. In particular, our goal is to advance the computational feasibility of algebraic statistics. Our focus is specifically on direct applicability of algebraic statistical theory to real datasets. Additionally, this workshop explores other statistical settings that are also algebraic in nature and that find practical applications in various different fields, where nonlinear algebra may also be applied.
Identifiant de l'évènement:
1503709
3
CMO/Banff Workshop — New Trends in Stochastic Analysis
21 mai 2023 - 26 mai 2023 • Oaxaca, Mexique
Organisateur:
Casa Matemática Oaxaca (CMO)
Résumé:
Probability theory is the mathematical theory concerned with the analysis of random phenomena. Many of such phenomena that continuously evolve in time may mathematically be modeled by stochastic processes or random fields. Stochastic analysis is an active branch of probability theory that provides a wide range of tools to study those processes and fields. The workshop \textit{New trends in stochastic analysis} intends to bring together worldwide renowned experts in stochastic analysis and junior researchers in order to identify fundamental future research directions and to facilitate inter-generational exchange.
Identifiant de l'évènement:
1503653


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Dernière mise à jour: 22 août 2022