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Lai Tian
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Multiview clustering via adaptively weighted procrustes
F Nie, L Tian, X Li
ACM SIGKDD international conference on knowledge discovery & data mining …, 2018
2022018
Discriminative Feature Selection via A Structured Sparse Subspace Learning Module
Z Wang, F Nie, L Tian, R Wang, X Li
IJCAI, 3009-3015, 2020
672020
Subspace sparse discriminative feature selection
F Nie, Z Wang, L Tian, R Wang, X Li
IEEE Transactions on Cybernetics 52 (6), 4221-4233, 2020
562020
Multiview semi-supervised learning model for image classification
F Nie, L Tian, R Wang, X Li
IEEE Transactions on Knowledge and Data Engineering 32 (12), 2389-2400, 2019
462019
Unsupervised Feature Selection With Constrained ℓ₂, ₀-Norm and Optimized Graph
F Nie, X Dong, L Tian, R Wang, X Li
IEEE transactions on neural networks and learning systems 33 (4), 1702-1713, 2020
442020
On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions
L Tian, K Zhou, AMC So
International Conference on Machine Learning, 21360-21379, 2022
23*2022
Learning feature sparse principal subspace
L Tian, F Nie, R Wang, X Li
Advances in Neural Information Processing Systems 33, 14997-15008, 2020
21*2020
A unified weight learning paradigm for multi-view learning
L Tian, F Nie, X Li
International Conference on Artificial Intelligence and Statistics, 2790-2800, 2019
212019
Practical schemes for finding near-stationary points of convex finite-sums
K Zhou, L Tian, AMC So, J Cheng
International Conference on Artificial Intelligence and Statistics, 3684-3708, 2022
112022
Non-greedy l21-norm maximization for principal component analysis
F Nie, L Tian, H Huang, C Ding
IEEE Transactions on Image Processing 30, 5277-5286, 2021
112021
No dimension-free deterministic algorithm computes approximate stationarities of Lipschitzians
L Tian, AMC So
Mathematical Programming, 1-24, 2024
42024
On the Hardness of Computing Near-Approximate Stationary Points of Clarke Regular Nonsmooth Nonconvex Problems and Certain DC Programs
L Tian, AMC So
ICML 2021 BFOM Workshop, 2021
32021
Testing Approximate Stationarity Concepts for Piecewise Affine Functions and Extensions
L Tian, AMC So
OPT 2023: Optimization for Machine Learning, 2023
1*2023
Computing D-Stationary Points of -Margin Loss SVM
L Tian, AMC So
International Conference on Artificial Intelligence and Statistics, 3772-3793, 2022
12022
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Articles 1–14