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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.

PINEY FLATS, Tenn. — A renter inside a home turned on his fog machine Thursday night that caused the dwelling to fill up with the synthetic steam. That caught the eye of passing police patrolman.

**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 ...

In tutorial 04, we wrote a GRPO training loop from scratch: sample completions, grade them, compute advantages, build datums, train. That works, but every new task would repeat the same boilerplate.

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 ...