Tianyi Zhou
TitleCited byYear
Godec: Randomized low-rank & sparse matrix decomposition in noisy case
T Zhou, D Tao
International Conference on Machine Learning 3, 2, 2011
Disan: Directional self-attention network for rnn/cnn-free language understanding
T Shen, T Zhou, G Long, J Jiang, S Pan, C Zhang
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Manifold elastic net: a unified framework for sparse dimension reduction
T Zhou, D Tao, X Wu
Data Mining and Knowledge Discovery 22 (3), 340-371, 2011
Double Shrinking Sparse Dimension Reduction
T Zhou, D Tao
IEEE Transactions on Image Processing (TIP), 2012
NESVM: A fast gradient method for support vector machines
T Zhou, D Tao, X Wu
arXiv preprint arXiv:1008.4000, 2010
Compressed labeling on distilled labelsets for multi-label learning
T Zhou, D Tao, X Wu
Machine Learning, 1-58, 2012
Bilateral random projections
T Zhou, D Tao
2012 IEEE International Symposium on Information Theory Proceedings, 1286-1290, 2012
Bi-directional block self-attention for fast and memory-efficient sequence modeling
T Shen, T Zhou, G Long, J Jiang, C Zhang
ICLR 2018, 2018
Reinforced self-attention network: a hybrid of hard and soft attention for sequence modeling
T Shen, T Zhou, G Long, J Jiang, S Wang, C Zhang
arXiv preprint arXiv:1801.10296 (accepted by IJCAI 2018), 2018
Greedy bilateral sketch, completion & smoothing
T Zhou, D Tao
Journal of Machine Learning Research, 2013
Shifted subspaces tracking on sparse outlier for motion segmentation
T Zhou, D Tao
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
Divide-and-conquer anchoring for near-separable nonnegative matrix factorization and completion in high dimensions
T Zhou, W Bian, D Tao
2013 IEEE 13th International Conference on Data Mining, 917-926, 2013
Divide-and-conquer learning by anchoring a conical hull
T Zhou, JA Bilmes, C Guestrin
Advances in Neural Information Processing Systems, 1242-1250, 2014
Efficient robust conditional random fields
D Song, W Liu, T Zhou, D Tao, DA Meyer
IEEE Transactions on Image Processing 24 (10), 3124-3136, 2015
Multi-label Subspace Ensemble
T Zhou, D Tao
Fifteenth International Conference on Artificial Intelligence and …, 0
Fast gradient clustering
T Zhou, D Tao
NIPS 2009 Workshop on Discrete Optimization in Machine Learning …, 2009
k-bit Hamming Compressed Sensing
T Zhou, D Tao
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on, 5, 2013
Manifold elastic net for sparse learning
T Zhou, D Tao
2009 IEEE International Conference on Systems, Man and Cybernetics, 3699-3704, 2009
Constrained stochastic gradient descent for large-scale least squares problem
Y Mu, W Ding, T Zhou, D Tao
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
Minimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity
T Zhou, J Bilmes
International Conference on Learning Representations (ICLR), https …, 2018
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Articles 1–20