Microsoft's massive AI spending draws investor concerns as cloud business booms

Microsoft's AI infrastructure spending to meet growing cloud services demand is outpacing Wall Street expectations, deepening ...
GitHub

OmniSQL - Synthesizing High-quality Text-to-SQL Data at Scale

We present an automatic and scalable text-to-SQL data synthesis framework, illustrated below: Building on SynSQL-2.5M, we introduce OmniSQL, a family of powerful text-to-SQL models available in three ...
IEEE

Trojan attribute inference attack on gradient boosting decision trees

Abstract: We propose a Trojan horse-type attribute inference attack (AlA) against the gradient boosting decision trees (GBDT) in the federated learning setting. Our Trojan AlA consists of a Trojan ...
IEEE

A Comparative Analysis of Logistic Regression and Decision Trees for Mortality Risk Prediction using Laboratory Data

Abstract: Predicting clinical outcomes, particularly mortality risk, is a crucial aspect of patient care and management in the medical field. Numerous studies have employed various methods to improve ...