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Algorithms for Efficient Federated and Decentralized Learning
Sebastian Stich
Sat Jul 24 05:15 AM -- 05:40 AM (PDT) @
Author Information
Sebastian Stich (EPFL)
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2021 : Algorithms for Efficient Federated and Decentralized Learning (Q&A) »
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2021 Poster: Consensus Control for Decentralized Deep Learning »
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2021 Poster: Quasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data »
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2021 Spotlight: Quasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data »
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2021 Spotlight: Consensus Control for Decentralized Deep 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: SCAFFOLD: Stochastic Controlled Averaging for Federated Learning »
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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 »
Francesco Locatello · Anant Raj · Sai Praneeth Reddy Karimireddy · Gunnar Ratsch · Bernhard Schölkopf · Sebastian Stich · Martin Jaggi -
2018 Oral: On Matching Pursuit and Coordinate Descent »
Francesco Locatello · Anant Raj · Sai Praneeth Reddy Karimireddy · Gunnar Ratsch · Bernhard Schölkopf · Sebastian Stich · Martin Jaggi -
2017 Poster: Approximate Steepest Coordinate Descent »
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2017 Talk: Approximate Steepest Coordinate Descent »
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