Deep Learning is a relatively new area of Machine Learning research which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence ...

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 ...

Artificial intelligence has moved from research labs into everyday tools people use without even noticing. From voice assistants to fraud detection, systems now learn patterns faster than humans can ...

Researchers from Bar-Ilan University have developed a groundbreaking method to drastically reduce the size and energy consumption of deep learning systems—without compromising performance. Published ...

Integrating deep learning with traditional forecasting techniques can improve early warning systems by capitalizing on each approach’s respective advantages.