A Simple Approach to Ranking Differentially Expressed Gene Expression Time Courses through Gaussian Process Regression. - Alfredo A. Kalaitzis; Neil D. Lawrence (BMC Bioinform., 2011)

Residual Component Analysis - Alfredo A. Kalaitzis; Neil D. Lawrence (CoRR, 2011)

Residual Components Analysis. - Alfredo A. Kalaitzis; Neil D. Lawrence (ICML, 2012)

Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models - Alfredo A. Kalaitzis; Neil D. Lawrence (CoRR, 2012)

The Bigraphical Lasso. - Alfredo A. Kalaitzis; John D. Lafferty; Neil D. Lawrence; Shuheng Zhou 002 (ICML (3), 2013)

Flexible sampling of discrete data correlations without the marginal distributions. - Alfredo A. Kalaitzis; Ricardo Bezerra de Andrade e Silva (NIPS, 2013)

Flexible Sampling for the Gaussian Copula Extended Rank Likelihood Model. - Alfredo A. Kalaitzis; Ricardo Bezerra de Andrade e Silva (CoRR, 2013)

Online joint classification and anomaly detection via sparse coding. - Alfredo A. Kalaitzis; James D. B. Nelson (MLSP, 2014)

Bayesian inference via projections. - Ricardo Bezerra de Andrade e Silva; Alfredo A. Kalaitzis (Stat. Comput., 2015)