Most conversations about public education still sound the same: learning loss, burnout, declining trust, political gridlock. But beneath the noise, a different story is unfolding. If you only follow ...

Abstract: Lifelong learning (LLL) defines a training paradigm that aims to continuously acquire and capture new concepts from a sequence of tasks without forgetting. Recently, dynamic expansion models ...

Why modern professional learning communities need to focus on adult learning, real problems, and spreading innovation--enter ...

Abstract: Conventional federated learning (FL) assumes the homogeneity of models, necessitating clients to expose their model parameters to enhance the performance of the server model. However, this ...