Artikel dengan mandat akses publik - Yunwen LeiPelajari lebih lanjut
Tidak tersedia di mana pun: 4
Refined bounds for online pairwise learning algorithms
X Chen, Y Lei
Neurocomputing 275, 2656-2665, 2018
Mandat: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Few-shot learning with dynamic graph structure preserving
S Fu, Q Cao, Y Lei, Y Zhong, Y Zhan, X You
IEEE Transactions on Industrial Informatics 20 (3), 3306-3315, 2023
Mandat: National Natural Science Foundation of China
SGFNNs: Signed graph filtering-based neural networks for predicting drug–drug interactions
M Chen, W Jiang, Y Pan, J Dai, Y Lei, C Ji
Journal of Computational Biology 29 (10), 1104-1116, 2022
Mandat: National Natural Science Foundation of China
Self-certified Tuple-Wise Deep Learning
S Zhou, Y Lei, A Kabán
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
Mandat: UK Engineering and Physical Sciences Research Council, Research Grants …
Tersedia di suatu tempat: 44
Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient Descent
Y Lei, Y Ying
International Conference on Machine Learning, 5809-5819, 2020
Mandat: US National Science Foundation, National Natural Science Foundation of China
Stochastic gradient descent for nonconvex learning without bounded gradient assumptions
Y Lei, T Hu, G Li, K Tang
IEEE Transactions on Neural Networks and Learning Systems 31 (10), 4394-4400, 2020
Mandat: National Natural Science Foundation of China
Data-dependent generalization bounds for multi-class classification
Y Lei, Ü Dogan, DX Zhou, M Kloft
IEEE Transactions on Information Theory 65 (5), 2995-3021, 2019
Mandat: National Natural Science Foundation of China, German Research Foundation …
Multi-class svms: From tighter data-dependent generalization bounds to novel algorithms
Y Lei, Ü Dogan, A Binder, M Kloft
Advances in Neural Information Processing Systems, 2026-2034, 2015
Mandat: German Research Foundation
Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
Y Lei, Z Yang, T Yang, Y Ying
International Conference on Machine Learning, 6175-6186, 2021
Mandat: US National Science Foundation
Sharper Generalization Bounds for Learning with Gradient-dominated Objective Functions
Y Lei, Y Ying
International Conference on Learning Representations, 2021
Mandat: US National Science Foundation, National Natural Science Foundation of China
Sharper generalization bounds for pairwise learning
Y Lei, A Ledent, M Kloft
Advances in Neural Information Processing Systems 33, 21236-21246, 2020
Mandat: National Natural Science Foundation of China, German Research Foundation …
Generalization performance of radial basis function networks
Y Lei, L Ding, W Zhang
IEEE Transactions on Neural Networks and Learning Systems 26 (3), 551-564, 2015
Mandat: National Natural Science Foundation of China
Norm-based generalisation bounds for deep multi-class convolutional neural networks
A Ledent, W Mustafa, Y Lei, M Kloft
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8279-8287, 2021
Mandat: National Natural Science Foundation of China, German Research Foundation …
Simple stochastic and online gradient descent algorithms for pairwise learning
Z Yang, Y Lei, P Wang, T Yang, Y Ying
Advances in Neural Information Processing Systems 34, 20160-20171, 2021
Mandat: US National Science Foundation
Learning rates for stochastic gradient descent with nonconvex objectives
Y Lei, K Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (12), 4505 …, 2021
Mandat: National Natural Science Foundation of China
Generalization guarantee of SGD for pairwise learning
Y Lei, M Liu, Y Ying
Advances in neural information processing systems 34, 21216-21228, 2021
Mandat: US National Science Foundation
Local rademacher complexity-based learning guarantees for multi-task learning
N Yousefi, Y Lei, M Kloft, M Mollaghasemi, GC Anagnostopoulos
Journal of Machine Learning Research 19 (38), 1-47, 2018
Mandat: US National Science Foundation, German Research Foundation, Federal Ministry …
Generalization Performance of Multi-pass Stochastic Gradient Descent with Convex Loss Functions
Y Lei, T Hu, K Tang
Journal of Machine Learning Research 22 (25), 1−41, 2021
Mandat: National Natural Science Foundation of China
Differentially private SGD with non-smooth losses
P Wang, Y Lei, Y Ying, H Zhang
Applied and Computational Harmonic Analysis 56, 306-336, 2022
Mandat: US National Science Foundation, National Natural Science Foundation of China
Stochastic Proximal AUC Maximization
Y Lei, Y Ying
Journal of Machine Learning Research 22 (61), 1-45, 2021
Mandat: US National Science Foundation
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