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Better Model Selection with a new Definition of Feature Importance

Sep 16, 2020
Fan Fang, Carmine Ventre, Lingbo Li, Leslie Kanthan, Fan Wu, Michail Basios


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IEO: Intelligent Evolutionary Optimisation for Hyperparameter Tuning

Sep 10, 2020
Yuxi Huan, Fan Wu, Michail Basios, Leslie Kanthan, Lingbo Li, Baowen Xu


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A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction

Aug 20, 2020
Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai


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Hadamard Wirtinger Flow for Sparse Phase Retrieval

Jun 01, 2020
Fan Wu, Patrick Rebeschini


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Exploiting Variable Impedance for Energy Efficient Sequential Movements

Feb 27, 2020
Fan Wu, Matthew Howard

* 13 pages 

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Distributed Optimization over Block-Cyclic Data

Feb 18, 2020
Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia


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Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability

Feb 18, 2020
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Zhihua Wu

* ICML 2020 Submission 

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Ascertaining price formation in cryptocurrency markets with DeepLearning

Feb 09, 2020
Fan Fang, Waichung Chung, Carmine Ventre, Michail Basios, Leslie Kanthan, Lingbo Li, Fan Wu


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Online Pricing with Reserve Price Constraint for Personal Data Markets

Nov 28, 2019
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen

* A short version is accepted by IEEE International Conference on Data Engineering (ICDE) 2020, and the source code is available from https://github.com/NiuChaoyue/Personal-Data-Pricing/ 

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Secure Federated Submodel Learning

Nov 11, 2019
Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen


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Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

Nov 09, 2019
Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, Weilong Fu, Yuan Gao, Sashank Karri, Anand Kannan, Antonio Moretti, Mohammed AlQuraishi, Chen Keasar, Itsik Pe'er

* Machine Learning in Computational Biology, 2019 

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Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities

Oct 10, 2019
Samuel Sharpe, Jin Yan, Fan Wu, Iddo Drori

* CVPR Language and Vision Workshop, 2019 

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Distributed Machine Learning on Mobile Devices: A Survey

Sep 18, 2019
Renjie Gu, Shuo Yang, Fan Wu


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Factor Graph Neural Network

Jun 03, 2019
Zhen Zhang, Fan Wu, Wee Sun Lee


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DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image

Mar 28, 2019
Pengfei Yao, Zheng Fang, Fan Wu, Yao Feng, Jiwei Li

* 10 pages, 6 figures 

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Energy regenerative damping in variable impedance actuators for long-term robotic deployment

Oct 26, 2018
Fan Wu, Matthew Howard


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A Hybrid Dynamic-regenerative Damping Scheme for Energy Regeneration in Variable Impedance Actuators

Aug 08, 2018
Fan Wu, Matthew Howard

* Accepted to IEEE International Conference on Robotics and Automation (ICRA), 2018 

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Global Semantic Consistency for Zero-Shot Learning

Jun 22, 2018
Fan Wu, Kai Tian, Jihong Guan, Shuigeng Zhou


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Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network

Mar 21, 2018
Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou

* 18 pages, 10 figures 

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An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning

Mar 22, 2017
Fan Wu, Zhongwen Xu, Yi Yang


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