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A Comparative Study of Network Traffic Representations for Novelty Detection

Jun 30, 2020
Kun Yang, Samory Kpotufe, Nick Feamster


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Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration

May 21, 2020
Feibo Jiang, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan

* Submitted for Review 

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Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks

Jan 24, 2020
Feibo Jiang, Kezhi Wang, Li Dong, Cunhua Pan, Kun Yang

* Submitted for review 

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RL-Based User Association and Resource Allocation for Multi-UAV enabled MEC

Apr 08, 2019
Liang Wang, Peiqiu Huang, Kezhi Wang, Guopeng Zhang, Lei Zhang, Nauman Aslam, Kun Yang

* This paper was accepted by IWCMC 2019 

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Density Estimation via Discrepancy Based Adaptive Sequential Partition

Mar 11, 2018
Dangna Li, Kun Yang, Wing Hung Wong

* Binary Partition, Star Discrepancy, Density Estimation, Mode Seeking, Level Set Tree 

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Simple one-pass algorithm for penalized linear regression with cross-validation on MapReduce

Apr 14, 2016
Kun Yang


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Density Estimation via Discrepancy

Sep 23, 2015
Kun Yang, Hao Su, Wing Hung Wang

* arXiv admin note: substantial text overlap with arXiv:1404.1425 

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Least Absolute Gradient Selector: Statistical Regression via Pseudo-Hard Thresholding

Oct 19, 2012
Kun Yang

* variable selection, pseudo-hard thresholding 

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