Sam Adé Jacobs

Communication Quantization for Data-Parallel Training of Deep Neural Networks

Nikoli Dryden, Tim Moon, Sam Adé Jacobs et al. · 2016 · 121 citations · Full text

Communication Quantization, Deep Neural Networks, Engineering +13

Communication quantization for data-parallel training of deep neural networks

Nikoli Dryden, Sam Adé Jacobs, Tim Moon et al. · IEEE International Conference on High Performance Computing, Data, and Analytics · 2016 · 116 citations

Communication Quantization, Deep Neural Networks, Engineering +13

Enabling rapid COVID-19 small molecule drug design through scalable deep learning of generative models

Sam Adé Jacobs, Tim Moon, Kevin McLoughlin et al. · The International Journal of High Performance Computing Applications · 2021 · 37 citations · Full text

Engineering, Machine Learning, Molecular Design +19

Enabling machine learning-ready HPC ensembles with Merlin

J. L. Peterson, Ben Bay, J. M. Koning et al. · Future Generation Computer Systems · 2022 · 36 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +4

A scalable distributed RRT for motion planning

Sam Adé Jacobs, Nicholas Stradford, César Oswaldo Ramírez Rodríguez et al. · 2013 · 33 citations

Cluster Computing, Engineering, Field Robotics +24