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All publications by Bo Dai
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Nonparametric Estimation of Multi-View Latent Variable Models
Le Song, Animashree Anandkumar, Bo Dai and Bo Xie
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Transductive Learning with Multi-class Volume Approximation
Gang Niu, Bo Dai, Christoffel D. Plessis and Masashi Sugiyama
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Scalable Kernel Methods via Doubly Stochastic Gradients
Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Le Song and Maria-Florina Balcan
Advances in Neural Information Processing Systems 27, 2014


Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning
Gang Niu, Wittawat Jitkrittum, Bo Dai, Hirotaka Hachiya and Masashi Sugiyama
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Robust Low Rank Kernel Embeddings of Multivariate Distributions
Le Song and Bo Dai
Advances in Neural Information Processing Systems 26, 2013


Information-theoretic Semi-supervised Metric Learning via Entropy Regularization
Gang Niu, Bo Dai, Makoto Yamada and Masashi Sugiyama
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Maximum Volume Clustering
Gang Niu, Bo Dai, Lin Shang and Masashi Sugiyama
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011