Search Results for author: Abhinav Prakash

Found 3 papers, 2 papers with code

The temporal overfitting problem with applications in wind power curve modeling

1 code implementation2 Dec 2020 Abhinav Prakash, Rui Tuo, Yu Ding

Using existing model selection methods, like cross validation, results in model overfitting in presence of temporal autocorrelation.

Model Selection

Gaussian process aided function comparison using noisy scattered data

1 code implementation17 Mar 2020 Abhinav Prakash, Rui Tuo, Yu Ding

This work proposes a new nonparametric method to compare the underlying mean functions given by two noisy datasets.

Methodology Applications

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