This tutorial is an adaptation of the NumPy Tutorial from Tensorflow.org. To run this tutorial, I assume you already have access to the WAVE HPC with a user account and the ability to open a terminal ...

Abstract: In this paper, a survey of the literature of the past 15 years involving machine learning (ML) algorithms applied to self-organizing cellular networks is performed. In order for future ...

Abstract: Intrusion detection is one of the important security problems in todays cyber world. A significant number of techniques have been developed which are based on machine learning approaches.

In tutorial 04, you learned the raw GRPO algorithm -- sampling completions, grading them, computing advantages, and training. In tutorial 05, you saw how the cookbook's standard abstractions ...

**Prompt distillation** (also called context distillation) transfers knowledge embedded in a system prompt into the model's weights. The idea: 1. **Teacher**: Generate labels using a detailed system ...

Microsoft Research conducts fundamental science and technology research across a spectrum of research areas. With labs around the globe we pursue breakthroughs across the computing and AI stack to ...