Bo Xie
Bo Xie
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Scalable kernel methods via doubly stochastic gradients
B Dai, B Xie, N He, Y Liang, A Raj, MFF Balcan, L Song
Advances in Neural Information Processing Systems, 3041-3049, 2014
2172014
Diverse Neural Network Learns True Target Functions
B Xie, Y Liang, L Song
Artificial Intelligence and Statistics, 1216-1224, 2017
115*2017
m-SNE: Multiview stochastic neighbor embedding
B Xie, Y Mu, D Tao, K Huang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2011
1042011
Isotonic hawkes processes
Y Wang, B Xie, N Du, L Song
International Conference on Machine Learning, 2226-2234, 2016
522016
Communication efficient distributed kernel principal component analysis
MF Balcan, Y Liang, L Song, D Woodruff, B Xie
Knowledge Discovery and Data Mining (KDD), 2016
48*2016
On the complexity of learning neural networks
L Song, S Vempala, J Wilmes, B Xie
Advances in Neural Information Processing Systems, 5520-5528, 2017
452017
Nonparametric estimation of multi-view latent variable models
L Song, A Anandkumar, B Dai, B Xie
International Conference on Machine Learning, 2014
452014
Scale up nonlinear component analysis with doubly stochastic gradients
B Xie, Y Liang, L Song
Advances in Neural Information Processing Systems, 2341-2349, 2015
342015
Poly (A) motif prediction using spectral latent features from human DNA sequences
B Xie, BR Jankovic, VB Bajic, L Song, X Gao
Bioinformatics 29 (13), i316-i325, 2013
342013
Toward the optimization of normalized graph Laplacian
B Xie, M Wang, D Tao
IEEE Transactions on Neural Networks 22 (4), 660-666, 2011
262011
Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method.
A Shaban, M Farajtabar, B Xie, L Song, B Boots
UAI, 792-801, 2015
252015
Large-scale insider trading analysis: patterns and discoveries
A Tamersoy, E Khalil, B Xie, SL Lenkey, BR Routledge, DH Chau, ...
Social Network Analysis and Mining 4 (1), 201, 2014
252014
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification
Q Li, B Xie, J You, W Bian, D Tao
IEEE Transactions on Image Processing 25 (8), 3801-3813, 2016
202016
Large-scale Dictionary Learning For Local Coordinate Coding.
B Xie, M Song, D Tao
BMVC, 1-9, 2010
192010
Inside insider trading: Patterns & discoveries from a large scale exploratory analysis
A Tamersoy, B Xie, SL Lenkey, BR Routledge, DH Chau, SB Navathe
Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013
172013
Deep Semi-Random Features for Nonlinear Function Approximation
K Kawaguchi, B Xie, L Song
arXiv preprint arXiv:1702.08882, 2017
132017
Corrlog: Correlated logistic models for joint prediction of multiple labels
W Bian, B Xie, D Tao
Artificial Intelligence and Statistics, 109-117, 2012
132012
Music Tagging with Regularized Logistic Regression.
B Xie, W Bian, D Tao, P Chordia
ISMIR, 711-716, 2011
122011
Multi-view pedestrian recognition using shared dictionary learning with group sparsity
S Zheng, B Xie, K Huang, D Tao
International Conference on Neural Information Processing, 629-638, 2011
92011
Large-scale Gaussian process regression via doubly stochastic gradient descent
X Yan, B Xie, L Song, B Boots, G EDU
The ICML Workshop on Large-Scale Kernel Learning, 2015
62015
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Artiklar 1–20