research
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06/07/2023
Efficient sparsity adaptive changepoint estimation
We propose a new, computationally efficient, sparsity adaptive changepoi...
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10/14/2020
Scalable changepoint and anomaly detection in cross-correlated data with an application to condition monitoring
Motivated by a condition monitoring application arising from subsea engi...
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08/06/2019
Online Detection of Sparse Changes in High-Dimensional Data Streams Using Tailored Projections
When applying principal component analysis (PCA) for dimension reduction...
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05/15/2019
