• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 98 matches

• 2024
• 
  Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou:
  Differentially private stochastic gradient descent with low-noise. Neurocomputing 585: 127557 (2024)
• 
  Junhuai Li, Kan Wang, Xiangwang Hou, Dapeng Lan, Yunwen Wu, Huaijun Wang, Lei Liu, Shahid Mumtaz:
  A Dual-Scale Transformer-Based Remaining Useful Life Prediction Model in Industrial Internet of Things. IEEE Internet Things J. 11(16): 26656-26667 (2024)
• 
  Sichao Fu, Qiong Cao, Yunwen Lei, Yujie Zhong, Yibing Zhan, Xinge You:
  Few-Shot Learning With Dynamic Graph Structure Preserving. IEEE Trans. Ind. Informatics 20(3): 3306-3315 (2024)
• 
  Jintao Song, Wenqi Lu, Yunwen Lei, Yuchao Tang, Zhenkuan Pan, Jinming Duan:
  Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems. AAAI 2024: 8117-8125
• 
  Sijia Zhou, Yunwen Lei, Ata Kabán:
  Self-certified Tuple-Wise Deep Learning. ECML/PKDD (2) 2024: 303-320
• 
  Jintao Song, Wenqi Lu, Yunwen Lei, Yuchao Tang, Zhenkuan Pan, Jinming Duan:
  Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems. CoRR abs/2401.00657 (2024)
• 
  Tao Yang, Yangming Shi, Yunwen Huang, Feng Chen, Yin Zheng, Lei Zhang:
  Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data. CoRR abs/2408.10119 (2024)
• 
  Andreas Christmann, Yunwen Lei:
  Bootstrap SGD: Algorithmic Stability and Robustness. CoRR abs/2409.01074 (2024)
• 2023
• 
  Yunwen Liu, Zhongfeng Niu, Siwei Sun, Chao Li, Lei Hu:
  Rotational Differential-Linear Cryptanalysis Revisited. J. Cryptol. 36(1): 3 (2023)
• 
  Zhanliang Huang, Yunwen Lei, Ata Kabán:
  Optimization and Learning With Randomly Compressed Gradient Updates. Neural Comput. 35(7): 1234-1287 (2023)
• 
  Tao Sun, Qingsong Wang, Yunwen Lei, Dongsheng Li, Bao Wang:
  Pairwise Learning with Adaptive Online Gradient Descent. Trans. Mach. Learn. Res. 2023 (2023)
• 
  Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft:
  Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings. AAAI 2023: 8447-8455
• 
  Yunwen Lei:
  Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems. COLT 2023: 191-227
• 
  Shi Fu, Yunwen Lei, Qiong Cao, Xinmei Tian, Dacheng Tao:
  Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing Process. ICLR 2023
• 
  Yunwen Lei, Tianbao Yang, Yiming Ying, Ding-Xuan Zhou:
  Generalization Analysis for Contrastive Representation Learning. ICML 2023: 19200-19227
• 
  Sijia Zhou, Yunwen Lei, Ata Kabán:
  Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms. NeurIPS 2023
• 
  Yunwen Lei, Tianbao Yang, Yiming Ying, Ding-Xuan Zhou:
  Generalization Analysis for Contrastive Representation Learning. CoRR abs/2302.12383 (2023)
• 
  Puyu Wang, Yunwen Lei, Di Wang, Yiming Ying, Ding-Xuan Zhou:
  Generalization Guarantees of Gradient Descent for Multi-Layer Neural Networks. CoRR abs/2305.16891 (2023)
• 
  Yunwen Lei, Tao Sun, Mingrui Liu:
  Stability and Generalization for Minibatch SGD and Local SGD. CoRR abs/2310.01139 (2023)
• 2022
• 
  Ming Chen, Wei Jiang, Yi Pan, Jianhua Dai, Yunwen Lei, Chunyan Ji:
  SGFNNs: Signed Graph Filtering-based Neural Networks for Predicting Drug-Drug Interactions. J. Comput. Biol. 29(10): 1104-1116 (2022)
• 
  Ting Hu, Yunwen Lei:
  Early Stopping for Iterative Regularization with General Loss Functions. J. Mach. Learn. Res. 23: 339:1-339:36 (2022)
• 
  Waleed Mustafa, Yunwen Lei, Marius Kloft:
  On the Generalization Analysis of Adversarial Learning. ICML 2022: 16174-16196
• 
  Yunwen Lei, Rong Jin, Yiming Ying:
  Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks. NeurIPS 2022
• 
  Mingrui Liu, Zhenxun Zhuang, Yunwen Lei, Chunyang Liao:
  A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks. NeurIPS 2022
• 
  Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou:
  Stability and Generalization for Markov Chain Stochastic Gradient Methods. NeurIPS 2022
• 
  Zhanliang Huang, Yunwen Lei, Ata Kabán:
  Noise-Efficient Learning of Differentially Private Partitioning Machine Ensembles. ECML/PKDD (4) 2022: 587-603
• 
  Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying:
  Differentially private SGDA for minimax problems. UAI 2022: 2192-2202
• 
  Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying:
  Differentially Private SGDA for Minimax Problems. CoRR abs/2201.09046 (2022)
• 
  Yunwen Lei:
  Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems. CoRR abs/2206.07082 (2022)
• 
  Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou:
  Differentially Private Stochastic Gradient Descent with Low-Noise. CoRR abs/2209.04188 (2022)

skipping 68 more matches