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Entropy Regularization for Mean Field Games with Learning

Sep 30, 2020
Xin Guo, Renyuan Xu, Thaleia Zariphopoulou


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DanceIt: Music-inspired Dancing Video Synthesis

Sep 17, 2020
Xin Guo, Jia Li, Yifan Zhao

* 14 pages, 18 figures 

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Kernel-based L_2-Boosting with Structure Constraints

Sep 16, 2020
Yao Wang, Xin Guo, Shao-Bo Lin

* 33pages, 8figures 

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PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons

Jun 17, 2020
Xinjie Lan, Xin Guo, Kenneth E. Barner


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Approximation and convergence of GANs training: an SDE approach

Jun 15, 2020
Haoyang Cao, Xin Guo


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Early Detection of Retinopathy of Prematurity (ROP) in Retinal Fundus Images Via Convolutional Neural Networks

Jun 12, 2020
Xin Guo, Yusuke Kikuchi, Guan Wang, Jinglin Yi, Qiong Zou, Rui Zhou


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Perturbed gradient descent with occupation time

May 09, 2020
Xin Guo, Jiequn Han, Wenpin Tang

* 14 pages, 3 figures, 1 table 

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A General Framework for Learning Mean-Field Games

Mar 13, 2020
Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang

* 9 figures 

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Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks

Feb 20, 2020
Xin Guo, Luisa F. Polanía, Kenneth E. Barner


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Q-Learning for Mean-Field Controls

Feb 10, 2020
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu


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Connecting GANs and MFGs

Feb 10, 2020
Haoyang Cao, Xin Guo, Mathieu Laurière


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Automatic Group Cohesiveness Detection With Multi-modal Features

Oct 02, 2019
Bin Zhu, Xin Guo, Kenneth Barner, Charles Boncelet


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Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases

Sep 19, 2019
Xin Guo, Luisa F. Polania, Bin Zhu, Charles Boncelet, Kenneth E. Barner

* Paper accepted for publication at the 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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Sparsemax and Relaxed Wasserstein for Topic Sparsity

Oct 22, 2018
Tianyi Lin, Zhiyue Hu, Xin Guo

* 9 Pages. To appear in WSDM 2019 

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Relaxed Wasserstein with Applications to GANs

Sep 16, 2018
Xin Guo, Johnny Hong, Tianyi Lin, Nan Yang

* 29 pages; Revise and Remove Some Typos 

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Smile detection in the wild based on transfer learning

Jan 17, 2018
Xin Guo, Luisa F. Polanía, Kenneth E. Barner


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Ambiguity set and learning via Bregman and Wasserstein

May 23, 2017
Xin Guo, Johnny Hong, Nan Yang


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Distributed learning with regularized least squares

Mar 11, 2017
Shao-Bo Lin, Xin Guo, Ding-Xuan Zhou

* 28 pages 

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Towards a Mathematical Foundation of Immunology and Amino Acid Chains

Jun 25, 2012
Wen-Jun Shen, Hau-San Wong, Quan-Wu Xiao, Xin Guo, Stephen Smale

* updated on June 25, 2012 

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