Opinion

Federated Data Governance: The Next Frontier In Anti-Money Laundering

The next generation of financial crime prevention will be built on smarter architectures, not bigger data pools.
Medical Xpress

Deep-learning algorithms enhance mutation detection in cancer and RNA sequencing

Researchers from the Faculty of Engineering at The University of Hong Kong (HKU) have developed two innovative deep-learning algorithms, ClairS-TO and Clair3-RNA, that significantly advance genetic ...
Wired

Game Theory Explains How Algorithms Can Drive Up Prices

The original version of this story appeared in Quanta Magazine. Imagine a town with two widget merchants. Customers prefer cheaper widgets, so the merchants must compete to set the lowest price.
Digital Trends

Instagram is finally giving you an easy way to teach its algorithm what you like

What’s happened? Instagram is testing a new feature that gives users more control over the type of content they see on the platform. Why is this important? Instagram’s algorithm plays a major role in ...
IEEE

An Adaptive On-the-Air Federated Learning Algorithm to User Computing Resources in Internet of Vehicles

Abstract: In the Internet of Vehicles (IoV), centralized transmission of vehicle data poses significant privacy risks. Applying federated learning (FL) to vehicular networks enables collaborative ...
IEEE

VQ-FedDiff: Federated Learning Algorithm of Diffusion Models With Client-Specific Vector-Quantized Conditioning

Abstract: Modern generative models, particularly denoising diffusion probabilistic models (DDPMs), provide high-quality synthetic images, enabling users to generate diverse images and videos that are ...
GitHub

Federated Binary Firefly Algorithm (FBFA) for Feature Selection

It supports client-wise data partitioning and federated learning with feature selection for high-dimensional tabular datasets like IoT-IDS or spam classification. spambase-fed-bfa.ipynb Federated BFA ...