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12/28/2021
To Supervise or Not: How to Effectively Learn Wireless Interference Management Models?
Machine learning has become successful in solving wireless interference ...
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05/03/2021
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective
There has been a growing interest in developing data-driven, and in part...
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04/29/2021
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses
This work considers low-rank canonical polyadic decomposition (CPD) unde...
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11/16/2020
Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment
There has been a growing interest in developing data-driven and in parti...
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10/08/2019