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