Published Work

Here is a collection of my published work. All papers have been through a peer review process.

 

 

 

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2009

Parallel Inference for the Indian Buffet Process

F. Doshi-Velez, D. Knowles, S. Mohamed and Z. Ghahramani. "Large Scale Non-parametric Inference: Data Parallelisation in the Indian Buffet Process". In Proceedings of the 22nd Conference on Advances in Neural Information Processing Systems (NIPS 22). December 2009.

 

Bayesian Non-negative Tensor Factorisation

M. Schmidt and S. Mohamed. "Probabilistic Non-negative Tensor Factorisation using Markov Chain Monte Carlo". In proceedings of the 17th European Signal Processing Conference (EUSIPCO 17). August 2009.

2008

Bayesian Exponential Family PCA

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S. Mohamed, K. Heller and Z. Ghahramani. "Bayesian Exponential Family PCA". In Proceedings of the 21st Conference on Advances in Neural Information Processing Systems (NIPS 21). December 2008.