IFLScience

What Is The Fine-Tuned Universe? The Hypothesis That Can Invoke Either Parallel Dimensions Or God

Alfredo has a PhD in Astrophysics and a Master's in Quantum Fields and Fundamental Forces from Imperial College London. Alfredo has a PhD in Astrophysics and a Master's in Quantum Fields and ...
IEEE

CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning

Abstract: In this paper, a clustered parallel training algorithm is designed for personalized federated learning (Per-FL), called CPPer-FL. CPPer-FL improves the communication and training efficiency ...
IEEE

Joint Client Selection and Model Compression for Efficient FL in UAV-Assisted Wireless Networks

Abstract: Deploying federated learning (FL) applications in unmanned aerial vehicle (UAV)-assisted wireless networks can enable ground terminals (GTs) to perform complex machine learning tasks with ...
marktechpost

NVIDIA Researchers Introduce KVTC Transform Coding Pipeline to Compress Key-Value Caches by 20x for Efficient LLM Serving

Serving Large Language Models (LLMs) at scale is a massive engineering challenge because of Key-Value (KV) cache management. As models grow in size and reasoning capability, the KV cache footprint ...