IEEE

Spatiotemporal Federated Learning for Privacy-Preserving Load Forecasting and Appliance Scheduling in Smart City Homes

Abstract: As smart cities evolve, optimizing energy use within residential environments via intelligent consumer electronics becomes crucial to ensure grid stability, enhance user comfort, and promote ...
GEN - Genetic Engineering and Biotechnology News

ADMET Predictions Get AI Boost, Federated Data Network Unites Pharma

Apheris's ADMET Network will combine proprietary datasets in a privacy-preserving environment to accelerate AI drug discovery models.
IEEE

Vulnerabilities in SVHFL: Toward Secure and Verifiable Hybrid Federated Learning

Abstract: Federated learning (FL) emerges as a promising collaborative framework within the field of machine learning (ML), offering the potential to train ML models on sensitive real-world data while ...
GitHub

KGBridge: Knowledge-Guided Prompt Learning for Non-overlapping Cross-Domain Recommendation

This repository provides the PyTorch implementation for the paper: "KGBridge: Knowledge-Guided Prompt Learning for Non-overlapping Cross-Domain Recommendation". KGBridge is a cross-domain ...
marktechpost

A Coding Implementation to Train Safety-Critical Reinforcement Learning Agents Offline Using Conservative Q-Learning with d3rlpy and Fixed Historical Data

In this tutorial, we build a safety-critical reinforcement learning pipeline that learns entirely from fixed, offline data rather than live exploration. We design a custom environment, generate a ...