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Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit

Dec 02, 2020
Nikolai Karpov, Qin Zhang

* 22 pages 

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A New Inference algorithm of Dynamic Uncertain Causality Graph based on Conditional Sampling Method for Complex Cases

Nov 06, 2020
Hao Nie, Qin Zhang


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Multinomial Logit Bandit with Low Switching Cost

Jul 09, 2020
Kefan Dong, Yingkai Li, Qin Zhang, Yuan Zhou

* Accepted for presentation at the International Conference on Machine Learning (ICML) 2020 

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Collaborative Top Distribution Identifications with Limited Interaction

Apr 20, 2020
Nikolai Karpov, Qin Zhang, Yuan Zhou

* 47 pages, 1 figure 

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The Use of Agricultural Robots in Orchard Management

Jul 30, 2019
Qin Zhang, Manoj Karkee, Amy Tabb

* book chapter in Robotics and automation for improving agriculture, J. Billingsley, Ed. Burleigh Dodds Science Publishing, 2019 
* 22 pages 

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Collaborative Learning with Limited Interaction: Tight Bounds for Distributed Exploration in Multi-Armed Bandits

Apr 05, 2019
Chao Tao, Qin Zhang, Yuan Zhou

* 33 pages 

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Tight Bounds for Collaborative PAC Learning via Multiplicative Weights

Oct 11, 2018
Jiecao Chen, Qin Zhang, Yuan Zhou

* Accepted to NIPS 2018. 14 pages 

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A Practical Algorithm for Distributed Clustering and Outlier Detection

Oct 11, 2018
Jiecao Chen, Erfan Sadeqi Azer, Qin Zhang

* Accepted to NIPS 2018. 15 pages 

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Adaptive Multiple-Arm Identification

Jun 04, 2017
Jiecao Chen, Xi Chen, Qin Zhang, Yuan Zhou

* 30 pages, 5 figures, preliminary version to appear in ICML 2017 

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Prediction of Sea Surface Temperature using Long Short-Term Memory

May 19, 2017
Qin Zhang, Hui Wang, Junyu Dong, Guoqiang Zhong, Xin Sun

* 5 page, 5 figures 

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Communication-Optimal Distributed Clustering

Feb 01, 2017
Jiecao Chen, He Sun, David P. Woodruff, Qin Zhang

* A preliminary version of this paper appeared at the 30th Annual Conference on Neural Information Processing Systems (NIPS), 2016 

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