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people:xixian_chen [2017/06/13 10:05] xxchen |
people:xixian_chen [2017/12/18 14:51] (current) xxchen |
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| Email: xxchen@cse.cuhk.edu.hk\\ | Email: xxchen@cse.cuhk.edu.hk\\ | ||
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| + | Last update: 2017-06-11 | ||
| ===== Biography ===== | ===== Biography ===== | ||
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| ===== Research Interest ===== | ===== Research Interest ===== | ||
| - | * Machine Learning | + | * Data Mining |
| - | * Big Data | + | |
| - | * Randomized Numerical Linear Algebra | + | |
| ===== Publications ===== | ===== Publications ===== | ||
| - | * “FROSH: FasteR Online Sketching Hashing”, Xixian Chen, Irwin King, and Michael R. Lyu, in Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence (UAI 2017), Sydney, Australia, August 11–15, 2017. | + | * “FROSH: FasteR Online Sketching Hashing”, Xixian Chen, Irwin King, and Michael R. Lyu. |
| - | * “Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data”, Xixian Chen, Michael R. Lyu, and Irwin King, in Proceedings of the Thirty-Second International Conference on Machine Learning (ICML 2017), Sydney, Australia, August 6–11, 2017. | + | * “Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data”, Xixian Chen, Michael R. Lyu, and Irwin King. |
| - | * "Training-Efficient Feature Map for Shift-Invariant Kernels", Xixian Chen, Haiqin Yang, Irwin King, and Michael R. Lyu, in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25–31, 2015. | + | * "Training-Efficient Feature Map for Shift-Invariant Kernels", Xixian Chen, Haiqin Yang, Irwin King, and Michael R. Lyu. |
