Selected Publications
[1] K. Sun, J. Wang, A. Kalousis, and S. Marchand-Maillet. Information geometry and minimum
description length networks. In Proceedings of the 32nd International Conference on Machine Learning (ICML), JMLR W&CP 37, pages 49–58, 2015.[2] K. Sun, J. Wang, A. Kalousis, and S. Marchand-Maillet. Space-time local embeddings. In Advances in Neural Information Processing Systems (NIPS) 28, pages 100–108. Curran Associates, Inc., 2015.
[3] K. Sun and S. Marchand-Maillet. An information geometry of statistical manifold learning. In Proceedings of the 31st International Conference on Machine Learning (ICML), JMLR W&CP 32 (2), pages 1–9, 2014.
[4] K. Sun, H. Mohamed, and S. Marchand-Maillet. Sparsity on statistical simplexes and diversity in social ranking. In Proceedings of the 6th Asian Conference on Machine Learning (ACML), JMLR W&CP 39, pages 16–31, 2014.
[5] J. Wang, K. Sun, F. Sha, S. Marchand-Maillet, and A. Kalousis. Two-stage metric learning. In Proceedings of the 31st International Conference on Machine Learning (ICML), JMLR W&CP 32 (2), pages 370–378, 2014.
[6] K. Sun and F. Bai. Mining weighted association rules without preassigned weights. IEEE Transactions on Knowledge and Data Engineering (TKDE), 20(4):489–495, 2008.