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Efficiently Inferring Top-k Largest Monitoring Data Entries Based on Discrete Tensor Completion 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 6, 页码: 2737-2750
作者:  Tian, Jiazheng;  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Li, Kenli;  Wen, Jigang;  Zhang, Dafang;  Cao, Jiannong
收藏  |  浏览/下载：28/0  |  提交时间：2022/06/21
Top-k largest entry inference  tensor completion  
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：54/0  |  提交时间：2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Deng, Lei;  Wu, Yujie;  Hu, Yifan;  Liang, Ling;  Li, Guoqi;  Hu, Xing;  Ding, Yufei;  Li, Peng;  Xie, Yuan
收藏  |  浏览/下载：32/0  |  提交时间：2022/06/21
Neurons  Computational modeling  Quantization (signal)  Optimization  Encoding  Task analysis  Synapses  Activity regularization  alternating direction method of multiplier (ADMM)  connection pruning  spiking neural network (SNN) compression  weight quantization  
Deep reinforcement learning in medical imaging: A literature review 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 73, 页码: 20
作者:  Zhou, S. Kevin;  Le, Hoang Ngan;  Luu, Khoa;  Nguyen, Hien, V;  Ayache, Nicholas
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Deep reinforcement learning  Medical imaging  Survey  
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:  Tan, Guangming;  Shui, Chaoyang;  Wang, Yinshan;  Yu, Xianzhi;  Yan, Yujin
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Pipeline processing  Graphics processing units  Computer architecture  Supercomputers  Clustering algorithms  Programming  Optimization  LINPACK algorithm  software pipeline  performance model  heterogeneous computing  cluster  
Rich-text document styling restoration via reinforcement learning 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 4, 页码: 11
作者:  Li, Hongwei;  Hu, Yingpeng;  Cao, Yixuan;  Zhou, Ganbin;  Luo, Ping
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
styling restoration  monte-carlo tree search  reinforcement learning  richly formatted documents  tables  
Discouraging pool block withholding attacks in Bitcoin 期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2021, 页码: 16
作者:  Chen, Zhihuai;  Li, Bo;  Shan, Xiaohan;  Sun, Xiaoming;  Zhang, Jialin
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
Bitcoin  Mining pool  Block withholding attack  Nash equilibrium  
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods  
Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 5, 页码: 1968-1982
作者:  Xu, Yiqun;  Hu, Wei;  Wang, Shanshe;  Zhang, Xinfeng;  Wang, Shiqi;  Ma, Siwei;  Guo, Zongming;  Gao, Wen
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Dynamic point clouds  attribute coding  inter-coding  generalized graph Fourier transform  
Energy-Aware Scheduling Based on Marginal Cost and Task Classification in Heterogeneous Data Centers 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 9, 页码: 26
作者:  Ji, Kaixuan;  Chi, Ce;  Zhang, Fa;  Anta, Antonio Fernandez;  Song, Penglei;  Marahatta, Avinab;  Wang, Youshi;  Liu, Zhiyong
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
data center  energy-aware  marginal cost  task scheduling  cooling system  task classification