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Towards Sustainable Census-Independent Population Estimation in Mozambique

Reliable and frequent population estimation is key for making policies around vaccination and planning infrastructure delivery. Since censuses lack the spatio-temporal resolution required for these tasks, census-independent approaches, using remote …

Stratification of Fibrotic Lung Disease: Integration of Molecular Endotyping and Quantitative CT via Machine Learning

Endoscopic sensing of pH in the distal lung (Conference Presentation)

Estimating Bacterial Load in FCFM Imaging

We address the task of detecting bacteria and estimating bacterial load in the human distal lung with fibered confocal fluorescence microscopy (FCFM) and a targeted smartprobe. Bacteria appear as bright dots in the image when exposed to a smartprobe, …

Quantized mixture kernel least mean square

Probabilistic kernel least mean squares algorithms

Differential analysis of whole-genome shotgun sequences

Mixture kernel least mean square

An Association Framework to Analyze Dependence Structure in Time Series

Online efficient learning with quantized KLMS and L1 regularization