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Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26
作者:  Yu Lijia;  Gao Xiao-Shan
收藏  |  浏览/下载：63/0  |  提交时间：2023/02/07
Deep neural network  global robustness measure  L-2,L-infinity  normalization  over-fitting  Rademacher complexity  smooth DNN  
A novel multiscale forecasting model for crude oil price time series 期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:  Li, Ranran;  Hu, Yucai;  Heng, Jiani;  Chen, Xueli
收藏  |  浏览/下载：121/0  |  提交时间：2022/04/02
Crude oil price forecasting  Decomposition-ensemble method  Support vector machine  Multiscale strategy  Complexity analysis  
New bounds and an efficient algorithm for sparse difference resultants 期刊论文
JOURNAL OF SYMBOLIC COMPUTATION, 2021, 卷号: 107, 页码: 279-298
作者:  Yuan, Chun-Ming;  Zhang, Zhi-Yong
收藏  |  浏览/下载：146/0  |  提交时间：2021/10/26
Sparse difference resultant  Laurent transformally essential system  Sparse resultant  Complexity  
Convergence of a Distributed Least Squares 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 10, 页码: 4952-4959
作者:  Xie, Siyu;  Zhang, Yaqi;  Guo, Lei
收藏  |  浏览/下载：107/0  |  提交时间：2022/04/02
Convergence  Estimation  Symmetric matrices  Stochastic processes  Task analysis  Complexity theory  Adaptive control  Convergence  cooperative excitation  diffusion strategies  distributed estimation  least squares (LS)  martingale theory  regret  
Criteria for Observability and Reconstructibility of Boolean Control Networks via Set Controllability 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2021, 卷号: 68, 期号: 4, 页码: 1263-1267
作者:  Zhang, Xiao;  Meng, Min;  Wang, Yuanhua;  Cheng, Daizhan
收藏  |  浏览/下载：147/0  |  提交时间：2021/06/01
Controllability  Observability  Indexes  Automata  Circuits and systems  Electronic mail  Computational complexity  Boolean control networks  semi-tensor product of matrices  observability  reconstructibility  set controllability  
Eigenfunction behavior and adaptive finite element approximations of nonlinear eigenvalue problems in quantum physics 期刊论文
ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE, 2021, 卷号: 55, 期号: 1, 页码: 209-227
作者:  Yang, Bin;  Zhou, Aihui
收藏  |  浏览/下载：126/0  |  提交时间：2021/04/26
Adaptive finite element approximation  complexity  convergence  nonlinear eigenvalue problem  non-polynomial behavior  unique continuation property  
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 卷号: 20, 期号: 2, 页码: 1379-1393
作者:  Xie, Hailiang;  Xu, Jie;  Liu, Ya-Feng
收藏  |  浏览/下载：171/0  |  提交时间：2021/04/26
Array signal processing  MISO communication  Optimization  Wireless communication  Signal to noise ratio  Interference  Computational complexity  Intelligent reflecting surface (IRS)  multi-cell systems  multiple-input single-output (MISO)  coordinated transmit beamforming  reflective beamforming  optimization  
On the Complexity of Computing the Topology of Real Algebraic Space Curves 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
作者:  Jin Kai;  Cheng Jinsan
收藏  |  浏览/下载：114/0  |  提交时间：2021/04/26
Algebraic space curve  bit complexity  topology  
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：118/0  |  提交时间：2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
Parameterized Dynamic Cluster Editing 期刊论文
ALGORITHMICA, 2020, 页码: 44
作者:  Luo, Junjie;  Molter, Hendrik;  Nichterlein, Andre;  Niedermeier, Rolf
收藏  |  浏览/下载：155/0  |  提交时间：2020/09/23
Graph-based data clustering  Incremental clustering  Compromise clustering  Correlation clustering  Local search  Goal-oriented clustering  NP-hard problems  Fixed-parameter tractability  Parameterized complexity  Kernelization  Multi-choice knapsack