# MDS — SIAM Conference on Mathematics of Data Science

- **Submission deadline**: 2026-05-18
- **Conference date**: 2026-11-16
- **Location**: Salt Lake City, Utah, USA
- **Conference Partner Index**: 43.6/100 (ranked #3447, confidence 0.25, algorithm 1.1) — how this is computed: https://www.myhuiban.com/ranking
- **Trackers**: 0
- **Attendees**: 0
- **Canonical page**: https://www.myhuiban.com/conference/5536

## Call for papers

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

## Related conferences

- DATA — International Conference on Data Science, Technology and Applications — https://www.myhuiban.com/conference/1624
- DM — SIAM Conference on Discrete Mathematics — https://www.myhuiban.com/conference/5643
- Data' — International Conference on Data Science, E-learning and Information Systems — https://www.myhuiban.com/conference/2771
- SIGIR — International Conference on Research and Development in Information Retrieval — https://www.myhuiban.com/conference/141
- AAAI — AAAI Conference on Artificial Intelligence — https://www.myhuiban.com/conference/408

## Related journals

- SIAM Journal on Discrete Mathematics — https://www.myhuiban.com/journal/694
- SIAM Journal on Computing — https://www.myhuiban.com/journal/59
- SIAM Journal on Imaging Sciences — https://www.myhuiban.com/journal/151
- Journal of Computational and Applied Mathematics — https://www.myhuiban.com/journal/395
- Mathematics — https://www.myhuiban.com/journal/1077

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Source: Conference Partner — https://www.myhuiban.com/conference/5536 (rankings reproduced from CCF / ICORE / QUALIS; data cached up to 1 hour)