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All publications by Alexandros Kalousis
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Information Geometry and Minimum Description Length Networks
Ke Sun, Jun Wang, Alexandros Kalousis and Stephan Marchand-maillet
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Space-Time Local Embeddings
Ke Sun, Jun Wang, Alexandros Kalousis and Stephane Marchand-maillet
Advances in Neural Information Processing Systems 28, 2015


Two-Stage Metric Learning
Jun Wang, Ke Sun, Fei Sha, St├ęphane Marchand-maillet and Alexandros Kalousis
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Convex formulations of radius-margin based Support Vector Machines
Alexandros Kalousis and Huyen T. Do
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Parametric Local Metric Learning for Nearest Neighbor Classification
Jun Wang, Alexandros Kalousis and Adam Woznica
Advances in Neural Information Processing Systems 25, 2012


A metric learning perspective of SVM: on the relation of LMNN and SVM
Huyen Do, Alexandros Kalousis, Jun Wang and Adam Woznica
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Metric Learning with Multiple Kernels
Jun Wang, Huyen T. Do, Adam Woznica and Alexandros Kalousis
Advances in Neural Information Processing Systems 24, 2011


Learning to combine distances for complex representations
Adam Woznica, Alexandros Kalousis and Melanie Hilario
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Representational Issues in Meta-Learning
Alexandros Kalousis and Melanie Hilario
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003