Nature

Human generalization of internal representations through prototype learning with goal-directed attention

The world is overabundant with feature-rich information obscuring the latent causes of experience. How do people approximate the complexities of the external world with simplified internal ...
Nature

Identification of plaque ruptures using a novel discriminative model comprising biomarkers in patients with acute coronary syndrome

Soluble lectin-like oxidized low-density lipoprotein receptor-1 (sLOX-1), neutrophil gelatinase-associated lipocalin (NGAL), and matrix metalloproteinase-9 (MMP-9) are inflammatory biomarkers involved ...
The Financial Express

Choosing the right AI model for your business: discriminative vs. generative

Artificial Intelligence (AI) is revolutionising the business landscape, offering opportunities for companies to enhance efficiency, innovation, and customer engagement. However, not all AI is the same ...
Risk

Probabilistic classification with discriminative and generative models: credit-scoring application

This study investigates the potential of probabilistic classification to enhance credit-scoring accuracy, with a focus on model validation through reliability thresholds. By quantifying prediction ...