The LancetOpinion

Multidomain lifestyle interventions for cognitive function

The burden of cognitive decline is growing, affecting many people worldwide and placing a substantial strain on health-care ...

Framework models light-matter interactions in nonlinear optical microscopy to determine atomic structure

Materials scientists can learn a lot about a sample material by shooting lasers at it. With nonlinear optical microscopy—a ...

GATE Data Science & Artificial Intelligence Syllabus 2026, Check GATE DA Important Topics, Download PDF

IIT Guwahati has released the Data Science & Artificial Intelligence subject this year. Download the GATE Data Science & ...
eLife

Explainable machine learning-assisted exploration of chromatin dynamics reveals chromosome-specific response to serum starvation

This interesting study adapts machine learning tools to analyze movements of a chromatin locus in living cells in response to serum starvation. The machine learning approach developed is useful, the ...
IEEE

WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis

Abstract: Deep neural networks are susceptible to generating overconfident yet erroneous predictions when presented with data beyond known concepts. This challenge underscores the importance of ...
IEEE

Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator

Abstract: Linear discriminant analysis (LDA) is a widely used technique for data classification. The method offers adequate performance in many classification problems, but it becomes inefficient when ...