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Publications by Kari Vatanen

Random Selection of Factors Preserves the Correlation Structure in a Linear Factor Model to a High Degree

Multidisciplinary

English

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Random Thresholds for Linear Model Selection

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From a Random Model to the Correct Structure: The VLD Algorithm

Acta Crystallographica Section A Foundations of Crystallography

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Effects of Correlation and Degree of Balance in Random Synaptic Inputs on the Output of the Hodgkin-Huxley Model

Lecture Notes in Computer Science

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A Stepwise Regression Method and Consistent Model Selection for High-Dimensional Sparse Linear Models

Statistica Sinica

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Prediction of High Anti-Angiogenic Activity Peptides in Silico Using a Generalized Linear Model and Feature Selection

Scientific Reports

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A Novel Selection Model of Random Features for the Estimation of Facial Expression

International Journal of ADVANCED AND APPLIED SCIENCES

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Comparisons of Tests for the Presence of Random Walk Coefficients in a Simple Linear Model

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Antioxidant or Neurotrophic Factor Treatment Preserves Function in a Mouse Model of Neovascularization-Associated Oxidative Stress

Journal of Clinical Investigation

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The Random Connection Model: Connectivity, Edge Lengths, and Degree Distributions

Random Structures and Algorithms

Applied Mathematics

Computer Graphics

Computer-Aided Design

English