Generalization bounds for metric and similarity learning von Cao, Qiong, Guo, Zheng-Chu, Ying, Yiming

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Online Regularized Classification Algorithms von YIMING YING, ZHOU, Ding-Xuan

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AUC Maximization in the Era of Big Data and AI: A Survey von Yang, Tianbao, Ying, Yiming

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Rademacher Chaos Complexities for Learning the Kernel Problem von Ying, Yiming, Campbell, Colin

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Enhanced protein fold recognition through a novel data integration approach von Ying, Yiming, Huang, Kaizhu, Campbell, Colin

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Stochastic AUC Optimization Algorithms With Linear Convergence von Natole, Michael, Ying, Yiming, Lyu, Siwei

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Supervised Intra- and Inter-Modality Similarity Preserving Hashing for Cross-Modal Retrieval von Chen, Zhikui, Zhong, Fangming, Min, Geyong, Leng, Yonglin, Ying, Yiming

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Learning Rates of Least-Square Regularized Regression von Wu, Qiang, Ying, Yiming, Zhou, Ding-Xuan

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High Proton-Conductive and Temperature-Tolerant PVC-P4VP Membranes towards Medium-Temperature Water Electrolysis von Yin, Yichen, Ying, Yiming, Liu, Guojuan, Chen, Huiling, Fan, Jingrui, Li, Zhi, Wang, Chuhao, Guo, Zhuangyan, Zeng, Gaofeng

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Generalized sparse metric learning with relative comparisons von Huang, Kaizhu, Ying, Yiming, Campbell, Colin

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Learning with correntropy-induced losses for regression with mixture of symmetric stable noise von Feng, Yunlong, Ying, Yiming

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Patterns of mega-forest fires in east Siberia will become less predictable with climate warming von Natole, Michael, Ying, Yiming, Buyantuev, Alexander, Stessin, Michael, Buyantuev, Victor, Lapenis, Andrei

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Online Gradient Descent Learning Algorithms von Ying, Yiming, Pontil, Massimiliano

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Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning von Wang, Bokun, Yuan, Zhuoning, Ying, Yiming, Yang, Tianbao

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Kernel Sliced Inverse Regression: Regularization and Consistency von Wu, Qiang, Liang, Feng, Mukherjee, Sayan

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Unregularized online learning algorithms with general loss functions von Ying, Yiming, Zhou, Ding-Xuan

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Differentially private SGD with non-smooth losses von Wang, Puyu, Lei, Yunwen, Ying, Yiming, Zhang, Hai

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Differentially private empirical risk minimization for AUC maximization von Wang, Puyu, Yang, Zhenhuan, Lei, Yunwen, Ying, Yiming, Zhang, Hai

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Online Pairwise Learning Algorithms von Ying, Yiming, Zhou, Ding-Xuan

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Learning Theory von Zhou, Ding-Xuan, Wu, Qiang, Ying, Yiming

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