research
∙
04/11/2022
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
Machine Learning (ML) workloads have rapidly grown in importance, but ra...
share
research
∙
08/23/2021
C5T5: Controllable Generation of Organic Molecules with Transformers
Methods for designing organic materials with desired properties have hig...
research
∙
04/21/2021
Carbon Emissions and Large Neural Network Training
The computation demand for machine learning (ML) has grown rapidly recen...
research
∙
07/15/2020
FetchSGD: Communication-Efficient Federated Learning with Sketching
Existing approaches to federated learning suffer from a communication bo...
research
∙
01/16/2020
SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis
Automatic speech synthesis is a challenging task that is becoming increa...
research
∙
03/12/2019