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期刊论文 [22]
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2021 [22]
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Stein variational gradient descent with local approximations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:
Yan, Liang
;
Zhou, Tao
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浏览/下载:10/0
  |  
提交时间:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation
Neuro-Optimal Trajectory Tracking With Value Iteration of Discrete-Time Nonlinear Dynamics
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Wang, Ding
;
Ha, Mingming
;
Cheng, Long
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浏览/下载:29/0
  |  
提交时间:2022/01/27
Trajectory
Heuristic algorithms
Convergence
Trajectory tracking
Stability criteria
Optimal control
Dynamic programming
Adaptive critic design
discrete-time nonlinear plants
neuro-optimal trajectory tracking
uniformly ultimately bounded stability
value iteration
Learning with smooth Hinge losses
期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:
Luo, JunRu
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:11/0
  |  
提交时间:2022/04/02
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
Learning with smooth Hinge losses
期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:
Luo, JunRu
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:22/0
  |  
提交时间:2021/12/28
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
Follow the perturbed approximate leader for solving semi-bandit combinatorial optimization
期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 5, 页码: 12
作者:
Yang, Feidiao
;
Chen, Wei
;
Zhang, Jialin
;
Sun, Xiaoming
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浏览/下载:35/0
  |  
提交时间:2021/12/01
online learning
online combinatorial optimization
semi-bandit
follow-the-perturbed-leader
Algorithms for the metric ring star problem with fixed edge-cost ratio
期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2021, 卷号: 42, 期号: 3, 页码: 499-523
作者:
Chen, Xujin
;
Hu, Xiaodong
;
Jia, Xiaohua
;
Tang, Zhongzheng
;
Wang, Chenhao
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浏览/下载:13/0
  |  
提交时间:2022/04/02
Ring star
Approximation algorithms
Heuristics
Local search
Connected facility location
Stochastic greedy algorithms for maximizing constrained submodular plus supermodular functions
期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2021, 页码: 9
作者:
Ji, Sai
;
Xu, Dachuan
;
Li, Min
;
Wang, Yishui
;
Zhang, Dongmei
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浏览/下载:65/0
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提交时间:2021/10/26
approximation algorithm
constrained
stochastic greedy
submodular plus supermodular maximization
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
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浏览/下载:68/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Tight efficiency lower bounds for strategy-proof mechanisms in two-opposite-facility location game
期刊论文
INFORMATION PROCESSING LETTERS, 2021, 卷号: 168, 页码: 6
作者:
Chen, Xujin
;
Hu, Xiaodong
;
Tang, Zhongzheng
;
Wang, Chenhao
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  |  
浏览/下载:68/0
  |  
提交时间:2021/04/26
Facility location game
(Universally) strategy-proof mechanism
Approximation algorithms
Inapproximability
A General Framework for Nonparametric Identification of Nonlinear Stochastic Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 6, 页码: 2449-2464
作者:
Zhao, Wenxiao
;
Weyer, Erik
;
Yin, George
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浏览/下载:38/0
  |  
提交时间:2021/10/26
Convex optimization
nonlinear autoregressive systems with exogenous inputs (NARX)
nonparametric
identification
stochastic approximation
strong consistency
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