Search Results for author: Roshan Joseph

Found 3 papers, 0 papers with code

A Global-Local Approximation Framework for Large-Scale Gaussian Process Modeling

no code implementations17 May 2023 Akhil Vakayil, Roshan Joseph

In this work, we propose a novel framework for large-scale Gaussian process (GP) modeling.

Risk-Aware Control and Optimization for High-Renewable Power Grids

no code implementations2 Apr 2022 Neil Barry, Minas Chatzos, Wenbo Chen, Dahye Han, Chaofan Huang, Roshan Joseph, Michael Klamkin, Seonho Park, Mathieu Tanneau, Pascal Van Hentenryck, Shangkun Wang, Hanyu Zhang, Haoruo Zhao

The transition of the electrical power grid from fossil fuels to renewable sources of energy raises fundamental challenges to the market-clearing algorithms that drive its operations.

Uncertainty Quantification Vocal Bursts Intensity Prediction

Distributional Clustering: A distribution-preserving clustering method

no code implementations14 Nov 2019 Arvind Krishna, Simon Mak, Roshan Joseph

One key use of k-means clustering is to identify cluster prototypes which can serve as representative points for a dataset.

Clustering

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