Collective Model Fusion for Multiple Black-Box Experts

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.4K citations · Full text

Engineering, Machine Learning, Feature Selection +16

Communication-Efficient Learning of Deep Networks from Decentralized Data

H. Brendan McMahan, Eider Moore, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 5.2K citations · Full text

Modern Mobile Devices, Decentralized Machine Learning, Machine Learning +12

Bayesian Nonparametric Federated Learning of Neural Networks

Mikhail Yurochkin, Mayank Agarwal, Soumya Ghosh et al. · arXiv (Cornell University) · 2019 · 147 citations · Full text

Artificial Intelligence, Federated Learning Problems, Expressive Global Network +12

Collective robot reinforcement learning with distributed asynchronous guided policy search

Ali Abdullah Yahya, Adrian Li, Mrinal Kalakrishnan et al. · 2017 · 138 citations · Full text

Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena

Jie Chen, Kian Hsiang Low, Colin Keng-Yan Tan et al. · arXiv (Cornell University) · 2012 · 54 citations · Full text

Engineering, Smart City, Spatiotemporal Data Fusion +19