Microsoft deletes blog telling users to train AI on pirated Harry Potter books

The blog recommended that users learn to train their own AI models by downloading the Harry Potter dataset and then uploading text files to Azure Blob Storage. It included example models based on a ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
GitHub

SQL Server MCP Client

See Configuring Claude Desktop / Claude Code for examples. A comprehensive Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides extensive SQL Server ...
IEEE

Overcoming Client Data Deficiency in Federated Learning by Exploiting Unlabeled Data on the Server

Abstract: Federated Learning (FL) is a distributed machine learning paradigm involving multiple clients to train a server model. In practice, clients often possess limited data and are not always ...
IEEE

A Survey on Parameter Server Architecture: Approaches for Optimizing Distributed Centralized Learning

Abstract: Deep learning has emerged as a cornerstone technology across various domains, from image classification to natural language processing. However, the computational and data demands of ...