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News/Deterministic Bounds on Accuracy and Stability of Metric-Space Regression and Classification
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Deterministic Bounds on Accuracy and Stability of Metric-Space Regression and Classification

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arXiv:2610.22564v1 Announce Type: new Abstract: Data-driven approaches often face ambiguity in datasets due to sensor or target noise, insufficient information, and noise in the input data. While best-fit machine learning methods can accommodate such noise through uncertainty estimates, they are pro

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