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All publications by Zhengdong Lu
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Convolutional Neural Network Architectures for Matching Natural Language Sentences
Baotian Hu, Zhengdong Lu, Hang Li and Qingcai Chen
Advances in Neural Information Processing Systems 27, 2014


A Deep Architecture for Matching Short Texts
Zhengdong Lu and Hang Li
Advances in Neural Information Processing Systems 26, 2013


A Denoising View of Matrix Completion
Weiran Wang, Miguel Á. Carreira-perpiñán and Zhengdong Lu
Advances in Neural Information Processing Systems 24, 2011


Geometry-aware metric learning
Zhengdong Lu, Prateek Jain and Inderjit S. Dhillon
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


A reproducing kernel Hilbert space framework for pairwise time series distances
Zhengdong Lu, Todd K. Leen, Yonghong Huang and Deniz Erdogmus
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Hierarchical Fisher Kernels for Longitudinal Data
Zhengdong Lu, Jeffrey Kaye and Todd K. Leen
Advances in Neural Information Processing Systems 21, 2008


People Tracking with the Laplacian Eigenmaps Latent Variable Model
Zhengdong Lu, Cristian Sminchisescu and Miguel Á. Carreira-perpiñán
Advances in Neural Information Processing Systems 20, 2007


Semi-supervised Clustering with Pairwise Constraints: A Discriminative Approach
Zhengdong Lu
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


The Laplacian Eigenmaps Latent Variable Model
Miguel Á. Carreira-perpiñán and Zhengdong Lu
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Semi-supervised Learning with Penalized Probabilistic Clustering
Zhengdong Lu and Todd K. Leen
Advances in Neural Information Processing Systems 17, 2004