no code implementations • 17 May 2023 • Akhil Vakayil, Roshan Joseph
In this work, we propose a novel framework for large-scale Gaussian process (GP) modeling.
no code implementations • 2 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
no code implementations • 14 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.