Alfredo A. Kalaitzis

Publication Activity (10 Years)

Years Active: 2011-2015
Publications (10 Years): 0

Top Topics

Bayesian Inference

Top Venues

Publications

Ricardo Bezerra de Andrade e Silva, Alfredo A. Kalaitzis
Bayesian inference via projections. Stat. Comput. 25 (4) (2015)
Alfredo A. Kalaitzis, James D. B. Nelson
Online joint classification and anomaly detection via sparse coding. MLSP (2014)
Alfredo A. Kalaitzis, Ricardo Bezerra de Andrade e Silva
Flexible Sampling for the Gaussian Copula Extended Rank Likelihood Model. CoRR (2013)
Alfredo A. Kalaitzis, John D. Lafferty, Neil D. Lawrence, Shuheng Zhou
The Bigraphical Lasso. ICML (3) (2013)
Alfredo A. Kalaitzis, Ricardo Bezerra de Andrade e Silva
Flexible sampling of discrete data correlations without the marginal distributions. NIPS (2013)
Alfredo A. Kalaitzis, Neil D. Lawrence
Residual Components Analysis. ICML (2012)
Alfredo A. Kalaitzis, Neil D. Lawrence
Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models CoRR (2012)
Alfredo A. Kalaitzis, Neil D. Lawrence
Residual Component Analysis CoRR (2011)
Alfredo A. Kalaitzis, Neil D. Lawrence
A Simple Approach to Ranking Differentially Expressed Gene Expression Time Courses through Gaussian Process Regression. BMC Bioinform. 12 (2011)