Search Results for author: Shan Shan

Found 2 papers, 1 papers with code

Human Limits in Machine Learning: Prediction of Plant Phenotypes Using Soil Microbiome Data

1 code implementation19 Jun 2023 Rosa Aghdam, Xudong Tang, Shan Shan, Richard Lankau, Claudia Solís-Lemus

The preservation of soil health is a critical challenge in the 21st century due to its significant impact on agriculture, human health, and biodiversity.

Data Augmentation Model Selection

Diffusion Maps : Using the Semigroup Property for Parameter Tuning

no code implementations6 Mar 2022 Shan Shan, Ingrid Daubechies

The DM procedure consists in constructing a spectral parametrization for the manifold from simulated random walks or diffusion paths on the data set.

Dimensionality Reduction

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