Alfredo A. Kalaitzis

According to our database, Alfredo A. Kalaitzis authored at least 9 papers between 2011 and 2015.

Collaborative distances:

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

2015

Bayesian inference via projections.

Ricardo Bezerra de Andrade e Silva, Alfredo A. Kalaitzis

Stat. Comput., 2015

2014

Online joint classification and anomaly detection via sparse coding.

Alfredo A. Kalaitzis, James D. B. Nelson

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013

Flexible Sampling for the Gaussian Copula Extended Rank Likelihood Model.

Alfredo A. Kalaitzis, Ricardo Bezerra de Andrade e Silva

CoRR, 2013

Flexible sampling of discrete data correlations without the marginal distributions.

Alfredo A. Kalaitzis, Ricardo Bezerra de Andrade e Silva

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

The Bigraphical Lasso.

Alfredo A. Kalaitzis, John D. Lafferty, Neil D. Lawrence, Shuheng Zhou

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models

Alfredo A. Kalaitzis, Neil D. Lawrence

CoRR, 2012

Residual Components Analysis.

Alfredo A. Kalaitzis, Neil D. Lawrence

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Residual Component Analysis

Alfredo A. Kalaitzis, Neil D. Lawrence

CoRR, 2011

A Simple Approach to Ranking Differentially Expressed Gene Expression Time Courses through Gaussian Process Regression.

Alfredo A. Kalaitzis, Neil D. Lawrence

BMC Bioinform., 2011