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Haizhou Du

A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data

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Mar 01, 2023
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Aggregation in the Mirror Space : Fast, Accurate Distributed Machine Learning in Military Settings

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Oct 28, 2022
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Achieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions

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Jan 29, 2022
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Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning

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Nov 21, 2021
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Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification

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Nov 21, 2021
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Toward Efficient Federated Learning in Multi-Channeled Mobile Edge Network with Layerd Gradient Compression

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Sep 18, 2021
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Controllable Multi-Character Psychology-Oriented Story Generation

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Oct 11, 2020
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