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Algorithms for Efficient Federated and Decentralized Learning (Q&A)
Sebastian Stich
Sat Jul 24 05:40 AM -- 05:45 AM (PDT) @
Author Information
Sebastian Stich (EPFL)
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2021 : Algorithms for Efficient Federated and Decentralized Learning »
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2020 Poster: Extrapolation for Large-batch Training in Deep Learning »
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2020 Poster: A Unified Theory of Decentralized SGD with Changing Topology and Local Updates »
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2020 Poster: Is Local SGD Better than Minibatch SGD? »
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2019 Poster: Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication »
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2019 Poster: Error Feedback Fixes SignSGD and other Gradient Compression Schemes »
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2019 Oral: Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication »
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2019 Oral: Error Feedback Fixes SignSGD and other Gradient Compression Schemes »
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2018 Poster: On Matching Pursuit and Coordinate Descent »
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2018 Oral: On Matching Pursuit and Coordinate Descent »
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2017 Poster: Approximate Steepest Coordinate Descent »
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2017 Talk: Approximate Steepest Coordinate Descent »
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