Bo Xie

According to our database, Bo Xie authored at least 24 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

Deep Semi-Random Features for Nonlinear Function Approximation.

Kenji Kawaguchi, Bo Xie, Le Song

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Algorithms and analysis for non-convex optimization problems in machine learning.

Bo Xie

PhD thesis, 2017

On the Complexity of Learning Neural Networks.

Le Song, Santosh S. Vempala, John Wilmes, Bo Xie

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Diverse Neural Network Learns True Target Functions.

Bo Xie, Yingyu Liang, Le Song

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification.

Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao

IEEE Trans. Image Process., 2016

Diversity Leads to Generalization in Neural Networks.

Bo Xie, Yingyu Liang, Le Song

CoRR, 2016

Communication Efficient Distributed Kernel Principal Component Analysis.

Maria-Florina Balcan, Yingyu Liang, Le Song, David P. Woodruff, Bo Xie

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Isotonic Hawkes Processes.

Yichen Wang, Bo Xie, Nan Du, Le Song

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Distributed Kernel Principal Component Analysis.

Maria-Florina Balcan, Yingyu Liang, Le Song, David P. Woodruff, Bo Xie

CoRR, 2015

Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method.

Amirreza Shaban, Mehrdad Farajtabar, Bo Xie, Le Song, Byron Boots

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients.

Bo Xie, Yingyu Liang, Le Song

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Large-scale insider trading analysis: patterns and discoveries.

Acar Tamersoy, Elias B. Khalil, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng Chau, Shamkant B. Navathe

Soc. Netw. Anal. Min., 2014

Scalable Kernel Methods via Doubly Stochastic Gradients.

Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Maria-Florina Balcan, Le Song

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Nonparametric Estimation of Multi-View Latent Variable Models.

Le Song, Animashree Anandkumar, Bo Dai, Bo Xie

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Poly(A) motif prediction using spectral latent features from human DNA sequences.

Bo Xie, Boris R. Jankovic, Vladimir B. Bajic, Le Song, Xin Gao

Bioinform., 2013

Inside insider trading: patterns & discoveries from a large scale exploratory analysis.

Acar Tamersoy, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng Chau, Shamkant B. Navathe

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels.

Wei Bian, Bo Xie, Dacheng Tao

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

m-SNE: Multiview Stochastic Neighbor Embedding.

Bo Xie, Yang Mu, Dacheng Tao, Kaizhu Huang

IEEE Trans. Syst. Man Cybern. Part B, 2011

Toward the Optimization of Normalized Graph Laplacian.

Bo Xie, Meng Wang, Dacheng Tao

IEEE Trans. Neural Networks, 2011

Music Tagging with Regularized Logistic Regression.

Bo Xie, Wei Bian, Dacheng Tao, Parag Chordia

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity.

Shuai Zheng, Bo Xie, Kaiqi Huang, Dacheng Tao

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

m-SNE: Multiview Stochastic Neighbor Embedding.

Bo Xie, Yang Mu, Dacheng Tao

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval.

Bo Xie, Yang Mu, Mingli Song, Dacheng Tao

Proceedings of the Neural Information Processing. Models and Applications, 2010

Large-scale Dictionary Learning For Local Coordinate Coding.

Bo Xie, Mingli Song, Dacheng Tao

Proceedings of the British Machine Vision Conference, 2010