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All publications by Yutian Chen
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Distributed Inference for Dirichlet Process Mixture Models
Hong Ge, Yutian Chen, Moquan Wan and Zoubin Ghahramani
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data
Yarin Gal, Yutian Chen and Zoubin Ghahramani
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget
Anoop Korattikara, Yutian Chen and Max Welling
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Variational Gaussian Process State-Space Models
Roger Frigola, Yutian Chen and Carl Rasmussen
Advances in Neural Information Processing Systems 27, 2014


Dynamical Products of Experts for Modeling Financial Time Series
Yutian Chen and Max Welling
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


On Herding and the Perceptron Cycling Theorem
Andrew Gelfand, Yutian Chen, Laurens Maaten and Max Welling
Advances in Neural Information Processing Systems 23, 2010


Parametric Herding
Yutian Chen and Max Welling
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010