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How You Sample Determines What You Find: Investigating Bias in Parliamentary Data Sampling Methods

• Authors : Karlsson, Martin, 1982; Borgström, Eric, 1982; Lundahl, Christian, Professor, 1972

Subjects: Parliamentary data; sampling error; school marketisation

• Source: Utbildningspolitiken avkodad: Datorlingvistika metoder för utbildningspolitisk forskning Marknadsskolan avkodad - datalingvistsiska analyser av 40 års utbildningspolitik Digital Humanities in the

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Nonlinear forecasting with many predictors using mixed data sampling kernel ridge regression models

• Authors : Dai, Deliang; Javed, Farrukh; Karlsson, Peter

Subjects: Big data; Kernel ridge regression; MIDAS

• Source: Annals of Operations Research.

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GRAFT: Gradient-Aware Fast MaxVol Technique for Dynamic Data Sampling

• Authors : Jha, Ashish; Phan, Anh huy; Dibo, Razan

Subjects: Machine Learning; Artificial Intelligence; Numerical Analysis

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An adaptive data sampling strategy for stabilizing dynamical systems via controller inference

• Authors : Werner, Steffen W. R.; Peherstorfer, Benjamin

Subjects: Mathematics - Optimization and Control; Computer Science - Machine Learning; Mathematics - Dynamical Systems

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AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners

• Authors : Koh, Woosung; Oh, Wonbeen; Jang, Jaein

Subjects: Machine Learning; Artificial Intelligence; Computation and Language

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DIDS: Domain Impact-aware Data Sampling for Large Language Model Training

• Authors : Shi, Weijie; Zhang, Jipeng; Wu, Yaguang

Subjects: Computation and Language; Artificial Intelligence; Machine Learning

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The Prediction of Soybean Price in China Based on a Mixed Data Sampling–Support Vector Regression Model.

• Authors : Liu, Xing¹ (AUTHOR); Zhou, Wenhuan¹ (AUTHOR); Gao, Zhihang¹ (AUTHOR)

• Source: Mathematics (2227-7390). Jun2025, Vol. 13 Issue 11, p1759. 15p.

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Active Data Sampling and Generation for Bias Remediation

• Authors : Maratea, Antonio; Perna, Rita

Subjects: Computer Science - Machine Learning

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Optimizing GNSS Data Sampling Rates for Improving Precise Point Positioning Accuracy and Reducing Convergence Time

• Authors : Shamal F. Ahmed

• Source: Cihan University-Erbil Scientific Journal. 9:36-40

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Formalising lexical and syntactic diversity for data sampling in French

• Authors : Estève, Louis; Scholivet, Manon; Savary, Agata

Subjects: Computer Science - Computation and Language

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