Ying Liu

According to our database, Ying Liu authored at least 6 papers between 2012 and 2015.

Collaborative distances:

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

2015

Sampling From Gaussian Markov Random Fields Using Stationary and Non-Stationary Subgraph Perturbations.

Ying Liu, Oliver Kosut, Alan S. Willsky

IEEE Trans. Signal Process., 2015

2014

Probabilistic graphical models: distributed inference and learning models with small feedback vertex sets.

Ying Liu

PhD thesis, 2014

2013

Learning Gaussian Graphical Models with Observed or Latent FVSs.

Ying Liu, Alan S. Willsky

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Recursive FMP for distributed inference in Gaussian graphical models.

Ying Liu, Alan S. Willsky

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Sampling from Gaussian graphical models using subgraph perturbations.

Ying Liu, Oliver Kosut, Alan S. Willsky

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

Feedback Message Passing for Inference in Gaussian Graphical Models.

Ying Liu, Venkat Chandrasekaran, Animashree Anandkumar, Alan S. Willsky

IEEE Trans. Signal Process., 2012