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06/26/2023
Medical Federated Model with Mixture of Personalized and Sharing Components
Although data-driven methods usually have noticeable performance on dise...
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11/28/2019
Understand Dynamic Regret with Switching Cost for Online Decision Making
As a metric to measure the performance of an online method, dynamic regr...
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08/04/2019
Simultaneous Clustering and Optimization for Evolving Datasets
Simultaneous clustering and optimization (SCO) has recently drawn much a...
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01/29/2019
Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend
Decentralized Online Learning (online learning in decentralized networks...
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12/26/2018
Dynamic Online Gradient Descent with Improved Query Complexity: A Theoretical Revisit
We provide a new theoretical analysis framework to investigate online gr...
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10/08/2018
Proximal Online Gradient is Optimum for Dynamic Regret
In online learning, the dynamic regret metric chooses the reference (opt...
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08/20/2018