Selected Publications

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2015

S. P. Chatzis and Kosmopoulos, D. I., “A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis”, International Conference on Computer Vision. 2015.

iccv2015.pdf (352.41 KB)

2014

V. Metsis, Kosmopoulos, D., Athitsos, V., and Makedon, F., “Non-invasive analysis of sleep patterns via multimodal sensor input”, Personal and Ubiquitous Computing, vol. 18, no. 1, pp. 19-26, 2014.

puc12.pdf (1003.92 KB)

S. Chatzis, Kosmopoulos, D., and Papadourakis, G., “A Nonstationary Hidden Markov ModelWith Approximately Infinitely-Long Time-Dependencies”, International Symposium on Visual Computing, vol. II. pp. 51-62, 2014.

isvc.pdf (1.63 MB)

S. P. Chatzis and Kosmopoulos, D. I., “A Non-Stationary Infinite Partially Observable Markov Decision Process”, International Conference on Artificial Neural Networks. 2014.

pomdp.pdf (110.83 KB)