Yermek Kapushev

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Active since

2014

Affiliations

Skolkovo Institute of Science and Technology(Current)

Yermek Kapushev is an author at Skolkovo Institute of Science and Technology specializing in statistical inference, engineering, and functional data analysis.

ORCID

Top concepts

StatisticsEngineeringData ScienceApproximation TheoryStatistical InferenceFunctional Data AnalysisMachine VisionComputer ScienceMachine LearningPattern Recognition

Publications per year

2014–2018

Publications

Exact Inference for Gaussian Process Regression in case of Big Data with the Cartesian Product Structure

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev · arXiv (Cornell University) · 2014 · 20 citations · Full text

Exact Inference, Gaussian Process Regression, Factorial Design +12

Computationally efficient algorithm for Gaussian Process regression in case of structured samples

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev · Computational Mathematics and Mathematical Physics · 2016 · 19 citations

Quadrature-based features for kernel approximation

Marina Munkhoeva, Yermek Kapushev, Evgeny Burnaev et al. · Neural Information Processing Systems · 2018 · 19 citations

Engineering, Machine Learning, Data Science +16

Quadrature-based features for kernel approximation

Marina Munkhoeva, Yermek Kapushev, Evgeny Burnaev et al. · arXiv (Cornell University) · 2018 · 16 citations · Full text

Engineering, Machine Learning, Data Science +16

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