Abstract: In many real-world prediction tasks, the class labels contain information about the relative order between the labels that are not captured by commonly used loss functions such as ...

Here we explain a little bit about Unicode and why we may encounter UnicodeDecodeError or UnicodeEncodeError exceptions. While much of the world runs on UTF-8 these ...

A team of scientists has unveiled how the hippocampus orchestrates multiple memory processes, including encoding new information, forming memories, and retrieving them. A team of scientists from the ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...

A machine learning gradient boosting regression system, also called a gradient boosting machine (GBM), predicts a single numeric value. A GBM is an ensemble (collection) of simple decision tree ...

The story of compression in live broadcast production is a long, complex and ongoing one. But a new white paper from Sony Group company Nevion, entitled Video Encoding in Live Broadcast Production, ...

Abstract: Accurately representing categorical data is crucial for enhancing machine learning model performance, especially when dealing with ordinal data, where the order of categories is significant.

Imagine if you could hide a secret message within a photo, and no one could tell by just looking at it. This is the magic of steganography—a powerful technique that allows us to embed secret ...