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ORCIDBo Xie 0002
Person information
- affiliation: Facebook, CA, USA
- affiliation (former): Georgia Institute of Technology, Atlanta, GA, USA
- affiliation (former): Chinese University of Hong Kong
- affiliation (former): Nanyang Technological University, Singapore
Other persons with the same name
- Bo Xie — disambiguation page
- Bo Xie 0001
![[0000-0002-6016-6008]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6016-6008")
— The University of Texas at Austin, School of Nursing, TX, USA (and 1 more) - Bo Xie 0003 — PacketVideo (and 1 more)
- Bo Xie 0004 — Shanghai Jiao Tong University
- Bo Xie 0005 — National University of Defense Technology
- Bo Xie 0006 — State Key Laboratory of Transducer Technology, Institute of Electronics, Chinese Academy of Sciences, Beijing, China
- Bo Xie 0007 — Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Beijing, China
- Bo Xie 0008 — Henan University of Science and Technology, Business School, School of Management, Luoyang, China
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Books and Theses
- 2017
[b1]Bo Xie:
Algorithms and analysis for non-convex optimization problems in machine learning. Georgia Institute of Technology, Atlanta, GA, USA, 2017
Journal Articles
- 2016
- [j5]Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao:
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. IEEE Trans. Image Process. 25(8): 3801-3813 (2016) - 2014
- [j4]Acar Tamersoy, Elias B. Khalil, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng Chau, Shamkant B. Navathe:
Large-scale insider trading analysis: patterns and discoveries. Soc. Netw. Anal. Min. 4(1): 201 (2014) - 2013
- [j3]Bo Xie, Boris R. Jankovic, Vladimir B. Bajic, Le Song, Xin Gao:
Poly(A) motif prediction using spectral latent features from human DNA sequences. Bioinform. 29(13): 316-325 (2013) - 2011
- [j2]Bo Xie, Meng Wang, Dacheng Tao:
Toward the Optimization of Normalized Graph Laplacian. IEEE Trans. Neural Networks 22(4): 660-666 (2011) - [j1]Bo Xie, Yang Mu, Dacheng Tao, Kaizhu Huang:
m-SNE: Multiview Stochastic Neighbor Embedding. IEEE Trans. Syst. Man Cybern. Part B 41(4): 1088-1096 (2011)
Conference and Workshop Papers
- 2018
- [c16]Kenji Kawaguchi, Bo Xie, Le Song:
Deep Semi-Random Features for Nonlinear Function Approximation. AAAI 2018: 3382-3389 - 2017
- [c15]Bo Xie, Yingyu Liang, Le Song:
Diverse Neural Network Learns True Target Functions. AISTATS 2017: 1216-1224 - [c14]Le Song, Santosh S. Vempala, John Wilmes, Bo Xie:
On the Complexity of Learning Neural Networks. NIPS 2017: 5514-5522 - 2016
- [c13]Yichen Wang, Bo Xie, Nan Du, Le Song:
Isotonic Hawkes Processes. ICML 2016: 2226-2234 - [c12]Maria-Florina Balcan, Yingyu Liang, Le Song, David P. Woodruff, Bo Xie:
Communication Efficient Distributed Kernel Principal Component Analysis. KDD 2016: 725-734 - 2015
- [c11]Bo Xie, Yingyu Liang, Le Song:
Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients. NIPS 2015: 2341-2349 - [c10]Amirreza Shaban, Mehrdad Farajtabar, Bo Xie, Le Song, Byron Boots:
Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method. UAI 2015: 792-801 - 2014
- [c9]Le Song, Animashree Anandkumar, Bo Dai, Bo Xie:
Nonparametric Estimation of Multi-View Latent Variable Models. ICML 2014: 640-648 - [c8]Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Maria-Florina Balcan, Le Song:
Scalable Kernel Methods via Doubly Stochastic Gradients. NIPS 2014: 3041-3049 - 2013
- [c7]Acar Tamersoy, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng Chau, Shamkant B. Navathe:
Inside insider trading: patterns & discoveries from a large scale exploratory analysis. ASONAM 2013: 797-804 - 2012
- [c6]Wei Bian, Bo Xie, Dacheng Tao:
CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels. AISTATS 2012: 109-117 - 2011
- [c5]Shuai Zheng, Bo Xie, Kaiqi Huang, Dacheng Tao:
Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity. ICONIP (3) 2011: 629-638 - [c4]Bo Xie, Wei Bian, Dacheng Tao, Parag Chordia:
Music Tagging with Regularized Logistic Regression. ISMIR 2011: 711-716 - 2010
- [c3]Bo Xie, Mingli Song, Dacheng Tao:
Large-scale Dictionary Learning For Local Coordinate Coding. BMVC 2010: 1-9 - [c2]Bo Xie, Yang Mu, Dacheng Tao:
m-SNE: Multiview Stochastic Neighbor Embedding. ICONIP (1) 2010: 338-346 - [c1]Bo Xie, Yang Mu, Mingli Song, Dacheng Tao:
Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval. ICONIP (2) 2010: 641-649
Informal and Other Publications
- 2019
- [i8]Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao:
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. CoRR abs/1904.08098 (2019) - 2017
- [i7]Kenji Kawaguchi, Bo Xie, Le Song:
Deep Semi-Random Features for Nonlinear Function Approximation. CoRR abs/1702.08882 (2017) - [i6]Le Song, Santosh S. Vempala, John Wilmes, Bo Xie:
On the Complexity of Learning Neural Networks. CoRR abs/1707.04615 (2017) - 2016
- [i5]Bo Xie, Yingyu Liang, Le Song:
Diversity Leads to Generalization in Neural Networks. CoRR abs/1611.03131 (2016) - 2015
- [i4]Maria-Florina Balcan, Yingyu Liang, Le Song, David P. Woodruff, Bo Xie:
Distributed Kernel Principal Component Analysis. CoRR abs/1503.06858 (2015) - [i3]Bo Xie, Yingyu Liang, Le Song:
Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients. CoRR abs/1504.03655 (2015) - 2014
- [i2]Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Maria-Florina Balcan, Le Song:
Scalable Kernel Methods via Doubly Stochastic Gradients. CoRR abs/1407.5599 (2014) - 2013
- [i1]Le Song, Animashree Anandkumar, Bo Dai, Bo Xie:
Nonparametric Estimation of Multi-View Latent Variable Models. CoRR abs/1311.3287 (2013)
Coauthor Index
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