Real-world data typically exhibits long-tailed class distribution and contains label noise. Previous long-tail learning ...

Active learning teaching strategies in K-12 education encompass dynamic approaches that engage students in the classroom learning process, fostering deeper understanding and retention. When we examine ...

Deep learning is increasingly used in financial modeling, but its lack of transparency raises risks. Using the well-known Heston option pricing model as a benchmark, researchers show that global ...

Neel Somani has built a career that sits at the intersection of theory and practice. His work spans formal methods, mac ...

Researchers have demonstrated, for the first time, that transfer learning can significantly enhance material Z-class identification in muon tomography, even in scenarios with limited or completely ...