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Strategy for ensuring asymptotic convergence of the process of non-linear estimation of dynamic object parameters

Subjects: non-linear estimation; identification; convergence of estimation algorithms

• Source: System research and information technologies; No. 2 (2025); 115-124; № 2 (2025); 115-124; № 2 (2025); 115-124; 2308-8893; 1681-6048

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Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond

• Authors : Li, Yingcong; Rawat, Ankit Singh; Oymak, Samet

Subjects: Machine Learning; Artificial Intelligence; Computation and Language

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Linear Estimation of 4-D Illumination Light Field from Diffuse Reflections

• Authors : Aoto, Takahito; Sato, Tomokazu; Mukaigawa, Yasuhiro

Subjects: estimation theory; light propagation; light scattering

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Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation

• Authors : Pesce, Luca; Krzakala, Florent; Loureiro, Bruno

Subjects: Statistics Theory; Disordered Systems and Neural Networks; Machine Learning

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Identifying accurate artefact morphological ranges using optimal linear estimation: Method validation, case studies, and code

• Authors : Key, Alastair; Eren, Metin; Bebber, Michelle

Subjects: 4301 Archaeology; 43 History, Heritage and Archaeology; Article

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Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem

• Authors : Segert, Simon

Subjects: Machine Learning; text

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Optimal Linear Estimation (OLE) Modeling Supports Early Holocene (9000-8000 RCYBP) Copper Tool Production in North America

• Authors : Bebber, MR; Key, AJM

Subjects: copper; North America; hunter-gatherers

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Optimal linear estimation models predict 1400–2900 years of overlap between Homo sapiens and Neandertals prior to their disappearance from France and northern Spain

• Authors : Djakovic, Igor; Key, Alastair; Soressi, Marie

Subjects: Article

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Optimal linear estimation models predict 1400-2900 years of overlap between Homo sapiens and Neandertals prior to their disappearance from France and northern Spain.

• Authors : Djakovic, Igor; Key, Alastair; Soressi, Marie

Subjects: Animals; Bayes Theorem; Fossils

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Discriminative and Generative Learning for Linear Estimation of Random Signals [Lecture Notes]

• Authors : Shlezinger, Nir; Routtenberg, Tirza

Subjects: Signal Processing; Machine Learning; text

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