| Parametric Local Metric Learning for Nearest Neighbor Classification J Wang, A Woznica, A Kalousis NIPS, 2012 | 151 | 2012 |
| Metric Learning with Multiple Kernels J Wang, H Do, A Woznica, A Kalousis NIPS, 2011 | 100 | 2011 |
| Controllable Variational Autoencoder H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher https://arxiv.org/abs/2004.05988, 2020 | 91* | 2020 |
| A metric learning perspective of SVM: on the relation of LMNN and SVM H Do, A Kalousis, J Wang, A Woznica, W Switzerland | 58 | 2012 |
| Localized generalization error based active learning for image annotation B Sun, WWY Ng, DS Yeung, J Wang Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference …, 2008 | 24 | 2008 |
| Controllable and Diverse Text Generation in E-commerce H Shao, J Wang, H Lin, X Zhang, A Zhang, H Ji, T Abdelzaher arXiv preprint arXiv:2102.11497, 2021 | 23 | 2021 |
| Learning Neighborhoods for Metric Learning J Wang, A Woznica, A Kalousis ECML/PKDD, 2012 | 22 | 2012 |
| Space-time local embeddings K Sun, J Wang, A Kalousis, S Marchand-Maillet Advances in Neural Information Processing Systems, 100-108, 2015 | 16 | 2015 |
| Factorizing LambdaMART for cold start recommendations P Nguyen, J Wang, A Kalousis Machine Learning 104 (2-3), 223-242, 2016 | 12 | 2016 |
| Two-Stage Metric Learning J Wang, K Sun, F Sha, S Marchand-Maillet, A Kalousis ICML, 2014 | 12 | 2014 |
| Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining PNJWMHA Kalousis | 10* | 2012 |
| L-gem based co-training for CBIR with relevance feedback T Zhu, WWY Ng, JWT Lee, BB Sun, J Wang, DS Yeung 2008 International Conference on Wavelet Analysis and Pattern Recognition 2 …, 2008 | 8 | 2008 |
| MPEG-7 descriptor selection using Localized Generalization Error Model with mutual information J Wang, WWY Ng, ECC Tsang, T Zhu, B Sun, DS Yeung Machine Learning and Cybernetics, 2008 International Conference on 1, 454-459, 2008 | 7 | 2008 |
| Learning vector autoregressive models with focalised granger-causality graphs M Gregorova, A Kalousis, S Marchandmaillet, J Wang Computer Science, 2015 | 4 | 2015 |
| Information Geometry and Minimum Description Length Networks K Sun, J Wang, A Kalousis, S Marchand-Maillet ICML, 2015 | 3 | 2015 |
| IPIC separability ratio for semi-supervised feature selection DS Yeung, J Wang, WWY Ng Machine Learning and Cybernetics, 2009 International Conference on 1, 399-404, 2009 | 3 | 2009 |
| IPCM separability ratio for supervised feature selection WWY Ng, J Wang, DS Yeung 2009 IEEE International Conference on Systems, Man and Cybernetics, 211-215, 2009 | 1 | 2009 |
| Improved Distance Metric Learning for Nearest Neighbor Classification J Wang University of Geneva, 2015 | | 2015 |
| Dictionary-based output-space dimensionality reduction P Strasser, J Wang, S Armand, A Kalousis proceedings of the Neural Information Processing 2013, Workshop on Output …, 2013 | | 2013 |
| Structuring Relevant Feature Sets with Multiple Model Learning J Wang, A Kalousis Arxiv preprint arXiv:1209.0913, 2012 | | 2012 |
Alexandros KalousisUniversity of Applied Sciences, Western Switzerland (HES-SO).Verified email at hesge.ch
