GitHub

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

We propose TraceRL, a trajectory-aware reinforcement learning method for diffusion language models, which demonstrates the best performance among RL approaches for DLMs. We also introduce a ...
IEEE

Blockchain-Based Crowdsourcing Framework for Machine Learning Ground Truth

Abstract: Machine learning has evolved from a lab curiosity to a widely used technology that is fundamentally reliant on ground truth data for model training and evaluation. This research addresses ...
IEEE

FedSensor: Federated Learning Framework for Secure Sensor-Based IoT at the Extreme Edge

Abstract: Ultra-low-power IoT devices at the extreme edge generate valuable data for machine learning applications, however, these devices face stringent limitations in processing power, memory, and ...

Accelerate Learning Releases Free Guide to Help Educators Put the California Mathematics Framework into Practice

Accelerate Learning has published a new guide to help K-12 educators implement the Mathematics Framework for California Public Schools. The free guide, "Building the New California Math Classroom," is ...