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06/14/2023
A^2CiD^2: Accelerating Asynchronous Communication in Decentralized Deep Learning
Distributed training of Deep Learning models has been critical to many r...
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07/26/2022
DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization for Time-Varying Gossips
DADAO is a novel decentralized asynchronous stochastic algorithm to mini...
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04/11/2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning
We introduce a simple neural encoder architecture that can be trained us...
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07/07/2020
Curriculum learning for multilevel budgeted combinatorial problems
Learning heuristics for combinatorial optimization problems through grap...
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07/05/2020