Neural networks have revolutionised the landscape of machine learning, yielding unprecedented performance in complex tasks ranging from image recognition to natural language processing. At the heart ...
Nvidia also believes that future progress of AI will be fueled by contributions in the open-source community. In an interview ...
Georgia Tech researchers Vidya Muthukumar and Eva Dyer are leading a multi-institutional project to develop a theory for data augmentation, aiming to improve the generalization and fairness of AI ...
The study’s results show that enhanced generalization with suppression, the strongest de-identification strategy, ...
Machine learning, a key enabler of artificial intelligence, is increasingly used for applications like self-driving cars, ...
The study departs from conventional mean-based economic forecasting by focusing on quantile prediction, a technique that ...
Federated learning was devised to solve the problem of difficulty in aggregating personal data, such as patient medical records or financial data, in one place. However, during the process where each ...