Stability and Risk Bounds of Iterative Hard Thresholding von Yuan, Xiao-Tong, Li, Ping

Volltext

Learning Non-Locally Regularized Compressed Sensing Network With Half-Quadratic Splitting von Sun, Yubao, Yang, Ying, Liu, Qingshan, Chen, Jiwei, Yuan, Xiao-Tong, Guo, Guodong

Volltext

Matrix Completion with Deterministic Sampling: Theories and Methods von Liu, Guangcan, Liu, Qingshan, Yuan, Xiao-Tong, Wang, Meng

Volltext

A Short-Long Term Sequence Learning Network for Precipitation Nowcasting von Pan, Zefeng, Hang, Renlong, Liu, Qingshan, Yuan, Xiao-Tong

Volltext

A globally convergent approximate Newton method for non-convex sparse learning von Ji, Fanfan, Shuai, Hui, Yuan, Xiao-Tong

Volltext

Global Tropical Cyclone Precipitation Estimation via a Multitask Convolutional Neural Network Based on HURSAT-B1 Data von Xue, Mei, Hang, Renlong, Yuan, Xiao-Tong, Xiao, Pengfei, Liu, Qingshan

Volltext

Cross-Domain Few-Shot Classification via Dense-Sparse-Dense Regularization von Ji, Fanfan, Chen, Yunpeng, Liu, Luoqi, Yuan, Xiao-Tong

Volltext

Reversed Spectral Hashing von Liu, Qingshan, Liu, Guangcan, Li, Lai, Yuan, Xiao-Tong, Wang, Meng, Liu, Wei

Volltext

Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds von Zhou, Pan, Yuan, Xiao-Tong, Yan, Shuicheng, Feng, Jiashi

Volltext

Soft Weight Pruning for Cross-Domain Few-Shot Learning With Unlabeled Target Data von Ji, Fanfan, Yuan, Xiao-Tong, Liu, Qingshan

Volltext

Partial Gaussian Graphical Model Estimation von YUAN, Xiao-Tong, TONG ZHANG

Volltext

Deep Precipitation Nowcasting With Dual Regions Displacement Information and Global Spatiotemporal Representations Learning von Pan, Zefeng, Ji, Fanfan, Zhou, Yunlong, Hang, Renlong, Liu, Qingshan, Yuan, Xiao-Tong

Volltext

A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization von Zhou, Pan, Yuan, Xiao-Tong, Lin, Zhouchen, Hoi, Steven C.H.

Volltext

Unsupervised Driving Style Analysis Based on Driving Maneuver Intensity von Li, Xian-Sheng, Cui, Xiao-Tong, Ren, Yuan-Yuan, Zheng, Xue-Lian

Volltext

Newton-Type Greedy Selection Methods for \ell 0 -Constrained Minimization von Yuan, Xiao-Tong, Liu, Qingshan

Volltext

Visual Classification With Multitask Joint Sparse Representation von Yuan, Xiao-Tong, Liu, Xiaobai, Yan, Shuicheng

Volltext

A joint matrix completion and filtering model for influenza serological data integration von Yuan, Xiao-Tong, Zhang, Tong, Wan, Xiu-Feng

Volltext

Efficient \chi ^ Kernel Linearization via Random Feature Maps von Yuan, Xiao-Tong, Wang, Zhenzhen, Deng, Jiankang, Liu, Qingshan

Volltext

Sparseness Analysis in the Pretraining of Deep Neural Networks von Li, Jun, Zhang, Tong, Luo, Wei, Yang, Jian, Yuan, Xiao-Tong, Zhang, Jian

Volltext

Agglomerative Mean-Shift Clustering von Yuan, Xiao-Tong, Hu, Bao-Gang, He, Ran

Volltext