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MDS 2026: SIAM Conference on Mathematics of Data Science

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MDS
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투고 마감일:
2026-05-18
통보일:
개최일:
2026-11-16
개최지:
Salt Lake City, Utah, USA
조회: 942   팔로우: 0   참가: 0

논문 모집

MDS 2026 (SIAM Conference on Mathematics of Data Science) is an academic conference held in Salt Lake City, Utah, USA on 2026-11-16. The paper submission deadline is 2026-05-18.

Included Themes Applications of data science (DS), machine learning (ML), and artificial intelligence (AI) in all scientific disciplines Approximation theory Computational linear algebra and tensor methods Graphs, network science, and discrete structures High dimensional geometry and topology of data Interpretability, fairness, explainability of data-driven models Mathematics of AI and ML Operator Learning Optimization and Control Parallel and high-performance computing Randomized algorithms Software, reproducibility & data ecosystems Statistical learning theory Uncertainty and probabilistic modeling Focus Topics Dimensionality reduction and embeddings Emergent properties of AI models Generative AI (theory and applications) Geometric and topological data analysis Graph neural networks Inverse problems Privacy/interpretability/explainability/ethics/policy of AI, ML, and DS Parallel/distributed/scalable optimization Probabilistic graphical models Uncertainty quantification
최종 수정: Dou Sun ()

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CDMSIAM Conference on Discrete Mathematics2025-12-222026-06-22
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AA*AAAIAAAI Conference on Artificial Intelligence2026-07-212026-11-302027-02-16
AA*CVPRIEEE Conference on Computer Vision and Pattern Recognition2025-11-062026-02-202026-06-03
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BA*IJCAIInternational Joint Conference on Artificial Intelligence2026-01-312026-08-15
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관련 저널

CCF정식 명칭영향력 지수출판사ISSN
CSIAM Journal on Discrete MathematicsSIAM0895-4801
ASIAM Journal on ComputingSIAM0097-5397
BSIAM Journal on Imaging SciencesSIAM1936-4954
Journal of Computational and Applied Mathematics2.6Elsevier0377-0427
Mathematics2.2MDPI2227-7390
AIEEE Transactions on Multimedia9.7IEEE1520-9210
CKnowledge-Based Systems7.2Elsevier0950-7051
BSoftware & Systems Modeling3.2Springer1619-1366
AIEEE Transactions on Computers3.8IEEE0018-9340
CFuture Generation Computer Systems6.1Elsevier0167-739X

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