Machine learning can predict many things, but can it predict who will develop schizophrenia years before the average ...

Deep learning is increasingly used in financial modeling, but its lack of transparency raises risks. Using the well-known ...

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

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

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 ...