research
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05/20/2022
GDSRec: Graph-Based Decentralized Collaborative Filtering for Social Recommendation
Generating recommendations based on user-item interactions and user-user...
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02/10/2020
SPAN: A Stochastic Projected Approximate Newton Method
Second-order optimization methods have desirable convergence properties....
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12/30/2019
Variance Reduced Local SGD with Lower Communication Complexity
To accelerate the training of machine learning models, distributed stoch...
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10/27/2019
Long-term Joint Scheduling for Urban Traffic
Recently, the traffic congestion in modern cities has become a growing w...
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06/28/2019