Differentially private federated learning for localized control of infectious disease dynamics

Privacy-Preserving Distributed Maximum Likelihood Estimation via State Decomposition

VaultGemma: A Differentially Private Large Language Model Addressing AI Privacy Challenges

VaultGemma is presented as the world's most capable differentially private large language model (LLM) that addresses privacy concerns in AI

Communication-Efficient Zero-Order and First-Order Federated Learning Methods Over Wireless Networks

camdl: A Domain-Specific Language for Compartmental Infectious Disease Modeling

camdl is a domain-specific language (DSL), simulation runtime, and statistical inference stack designed for compartmental infectious disease

Building Privacy-Focused Local RAG Systems: Self-Hosted AI Solutions for Data-Sensitive Organizations

The article discusses Skald's approach to building a local RAG (Retrieval-Augmented Generation) system that prioritizes data privacy and sel

Asynchronous Distributed Learning Based on Gradient Coding