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Provider: Schloss Dagstuhl - Leibniz Center for Informatics Database: dblp computer science bibliography Content:text/plain; charset="utf-8" TY - JOUR ID - DBLP:journals/cssc/WangLLK24 AU - Wang, Kunpeng AU - Li, Xuerui AU - Liu, Yanyan AU - Kang, Lican TI - A communication-efficient method for generalized linear regression with ℓ ₀ regularization. JO - Commun. Stat. Simul. Comput. VL - 53 IS - 8 SP - 3850 EP - 3867 PY - 2024/08/ DO - 10.1080/03610918.2022.2115072 UR - https://doi.org/10.1080/03610918.2022.2115072 ER - TY - JOUR ID - DBLP:journals/tnn/CaoKLLLS24 AU - Cao, Yongxiu AU - Kang, Lican AU - Li, Xuerui AU - Liu, Yanyan AU - Luo, Yuan AU - Shi, Yueyong TI - Newton-Raphson Meets Sparsity: Sparse Learning Via a Novel Penalty and a Fast Solver. JO - IEEE Trans. Neural Networks Learn. Syst. VL - 35 IS - 9 SP - 12057 EP - 12067 PY - 2024/09/ DO - 10.1109/TNNLS.2023.3251748 UR - https://doi.org/10.1109/TNNLS.2023.3251748 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2404-13309 AU - Jiao, Yuling AU - Kang, Lican AU - Lin, Huazhen AU - Liu, Jin AU - Zuo, Heng TI - Latent Schr{\"o}dinger Bridge Diffusion Model for Generative Learning. JO - CoRR VL - abs/2404.13309 PY - 2024// DO - 10.48550/ARXIV.2404.13309 UR - https://doi.org/10.48550/arXiv.2404.13309 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2405-12684 AU - Jiao, Yuling AU - Kang, Lican AU - Liu, Jin AU - Peng, Heng AU - Zuo, Heng TI - Model Free Prediction with Uncertainty Assessment. JO - CoRR VL - abs/2405.12684 PY - 2024// DO - 10.48550/ARXIV.2405.12684 UR - https://doi.org/10.48550/arXiv.2405.12684 ER - TY - JOUR ID - DBLP:journals/isci/KangLLL23 AU - Kang, Lican AU - Liao, Xu AU - Liu, Jin AU - Luo, Yuan TI - Deep estimation for Q^⁎ with minimax Bellman error minimization. JO - Inf. Sci. VL - 648 SP - 119565 PY - 2023/11/ DO - 10.1016/J.INS.2023.119565 UR - https://doi.org/10.1016/j.ins.2023.119565 ER - TY - JOUR ID - DBLP:journals/jmlr/FengJKZZ23 AU - Feng, Xingdong AU - Jiao, Yuling AU - Kang, Lican AU - Zhang, Baqun AU - Zhou, Fan TI - Over-parameterized Deep Nonparametric Regression for Dependent Data with Its Applications to Reinforcement Learning. JO - J. Mach. Learn. Res. VL - 24 SP - 383:1 EP - 383:40 PY - 2023// UR - http://jmlr.org/papers/v24/22-0865.html ER - TY - JOUR ID - DBLP:journals/siamco/DaiJKLY23 AU - Dai, Yin AU - Jiao, Yuling AU - Kang, Lican AU - Lu, Xiliang AU - Yang, Jerry Zhijian TI - Global Optimization via Schrödinger-Föllmer Diffusion. JO - SIAM J. Control. Optim. VL - 61 IS - 5 SP - 2953 EP - 2980 PY - 2023/10/ DO - 10.1137/22M1477738 UR - https://doi.org/10.1137/22m1477738 ER - TY - CPAPER ID - DBLP:conf/iclr/KangYZ23 AU - Kang, Lican AU - Yuan, Han AU - Zhu, Chang TI - Error Analysis of Fitted Q-iteration with ReLU-activated Deep Neural Networks. BT - The First Tiny Papers Track at ICLR 2023, Tiny Papers @ ICLR 2023, Kigali, Rwanda, May 5, 2023 PY - 2023// UR - https://openreview.net/forum?id=EVwbNcRa6Yf ER - TY - CPAPER ID - DBLP:conf/iclr/YuanLKMW23 AU - Yuan, Han AU - Liu, Mingxuan AU - Kang, Lican AU - Miao, Chenkui AU - Wu, Ying TI - An Empirical Study of the Effect of Background Data Size on the Stability of SHapley Additive exPlanations (SHAP) for Deep Learning Models. BT - The First Tiny Papers Track at ICLR 2023, Tiny Papers @ ICLR 2023, Kigali, Rwanda, May 5, 2023 PY - 2023// UR - https://openreview.net/forum?id=L38bbHmRKx ER - TY - CPAPER ID - DBLP:conf/icml/DuanJKLY23 AU - Duan, Chenguang AU - Jiao, Yuling AU - Kang, Lican AU - Lu, Xiliang AU - Yang, Jerry Zhijian TI - Fast Excess Risk Rates via Offset Rademacher Complexity. BT - International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. SP - 8697 EP - 8716 PY - 2023// UR - https://proceedings.mlr.press/v202/duan23a.html ER - TY - JOUR ID - DBLP:journals/csda/LiJLK22 AU - Li, Peili AU - Jiao, Yuling AU - Lu, Xiliang AU - Kang, Lican TI - A data-driven line search rule for support recovery in high-dimensional data analysis. JO - Comput. Stat. Data Anal. VL - 174 SP - 107524 PY - 2022// DO - 10.1016/J.CSDA.2022.107524 UR - https://doi.org/10.1016/j.csda.2022.107524 ER - TY - JOUR ID - DBLP:journals/cstat/HuangJKLLL22 AU - Huang, Jian AU - Jiao, Yuling AU - Kang, Lican AU - Liu, Jin AU - Liu, Yanyan AU - Lu, Xiliang TI - GSDAR: a fast Newton algorithm for ℓ ₀ regularized generalized linear models with statistical guarantee. JO - Comput. Stat. VL - 37 IS - 1 SP - 507 EP - 533 PY - 2022// DO - 10.1007/S00180-021-01098-Z UR - https://doi.org/10.1007/s00180-021-01098-z ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2204-11351 AU - Yuan, Han AU - Liu, Mingxuan AU - Kang, Lican AU - Miao, Chenkui AU - Wu, Ying TI - An empirical study of the effect of background data size on the stability of SHapley Additive exPlanations (SHAP) for deep learning models. JO - CoRR VL - abs/2204.11351 PY - 2022// DO - 10.48550/ARXIV.2204.11351 UR - https://doi.org/10.48550/arXiv.2204.11351 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2107-04766 AU - Jiao, Yuling AU - Kang, Lican AU - Liu, Yanyan AU - Zhou, Youzhou TI - Convergence Analysis of Schr{ö}dinger-F{ö}llmer Sampler without Convexity. JO - CoRR VL - abs/2107.04766 PY - 2021// UR - https://arxiv.org/abs/2107.04766 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2111-10806 AU - Li, Peili AU - Jiao, Yuling AU - Lu, Xiliang AU - Kang, Lican TI - A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis. JO - CoRR VL - abs/2111.10806 PY - 2021// UR - https://arxiv.org/abs/2111.10806 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2001-05819 AU - Huang, Jian AU - Jiao, Yuling AU - Kang, Lican AU - Liu, Jin AU - Liu, Yanyan AU - Lu, Xiliang TI - A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models. JO - CoRR VL - abs/2001.05819 PY - 2020// UR - https://arxiv.org/abs/2001.05819 ER -