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09/05/2023
Model-agnostic network inference enhancement from noisy measurements via curriculum learning
Noise is a pervasive element within real-world measurement data, signifi...
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02/06/2023
Jointly Optimal Routing and Caching with Bounded Link Capacities
We study a cache network in which intermediate nodes equipped with cache...
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01/19/2023
Discover governing differential equations from evolving systems
Discovering the governing equations of evolving systems from available o...
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07/02/2022
Reinforcement Learning Approaches for the Orienteering Problem with Stochastic and Dynamic Release Dates
In this paper, we study a sequential decision making problem faced by e-...
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01/13/2022
Experimental Design Networks: A Paradigm for Serving Heterogeneous Learners under Networking Constraints
Significant advances in edge computing capabilities enable learning to o...
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02/20/2020
Knockoff Boosted Tree for Model-Free Variable Selection
In this article, we propose a novel strategy for conducting variable sel...
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09/06/2019
Visual Semantic Reasoning for Image-Text Matching
Image-text matching has been a hot research topic bridging the vision an...
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05/30/2018