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All publications by Adam Woznica
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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