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Convex operator-theoretic methods in stochastic control
期刊论文
AUTOMATICA, 2025, 卷号: 177
作者:
Houska, Boris
Adobe PDF(1250Kb)
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浏览/下载:19/5
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提交时间:2025/04/25
Choquet integral
Control theory
Fokker Planck equation
Galerkin methods
Global optimization
Mathematical operators
Nonlinear equations
Optimal control systems
Partial differential equations
Sobolev spaces
Stochastic control systems
Stochastic programming
Stochastic systems
Condition
Controlled diffusion
Convex duality
Ergodics
Fokker-planck- kolmogorov equations
Global optimality
Hamilton Jacobi Bellman equation
Stochastic control
Stochastic optimal control
Stochastic optimal control problem
Coded Distributed Computing with Pre-set Data Placement and Output Functions Assignment
期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2025, 卷号: PP, 期号: 99, 页码: 2195-2217
作者:
Yuhan Wang
;
Youlong Wu
Adobe PDF(4150Kb)
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浏览/下载:127/2
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提交时间:2025/01/13
Coded transmission
Coding
Communication load
Data output
Data placement
Distributed computing systems
Function assignment
Heterogeneous
Optimality
Output functions
Provable Guarantees for Over-the-Air Federated Learning with Polynomial Neural Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024
作者:
Hanzhe Yang
;
Shuhao Xia
;
Jingyang Zhu
;
Youlong Wu
;
Yong Zhou
Adobe PDF(677Kb)
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收藏
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浏览/下载:61/3
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提交时间:2025/03/21
Federated Learning
Shallow Neural Network
Statistic Optimality
Over-the-air Computation
On the Optimality of Data Exchange for Master-Aided Edge Computing Systems
会议论文
IEEE TRANSACTIONS ON COMMUNICATIONS
作者:
Chen, Haoning
;
Long, Junfeng
;
Ma, Shuai
;
Tang, Mingjian
;
Wu, Youlong
Adobe PDF(1653Kb)
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收藏
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浏览/下载:333/0
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提交时间:2023/04/07
Digital storage
Edge computing
Electronic data interchange
Internet of things
Job analysis
Signal encoding
Communication latency
Computational modelling
Computing system
Edge computing
Encodings
Load modeling
Map-reduce
Optimality
Symbol
Task analysis
Over-the-Air Computation for Vertical Federated Learning
会议论文
2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2022, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Zeng, Xiangyu
;
Xia, Shuhao
;
Yang, Kai
;
Wu, Youlong
;
Shi, Yuanming
Adobe PDF(363Kb)
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浏览/下载:371/0
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提交时间:2022/08/08
Artificial intelligence
Learning algorithms
Communication efficiency
Convergence analysis
Distributed Artificial Intelligence
Global aggregations
Intelligence services
Learning approach
Machine-learning
Mean squared error
Optimality
Over the airs
A Tutorial on Pontryagin-Koopman Operators for Infinite Horizon Optimal Control
会议论文
PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION AND CONTROL, Cancun, Mexico, December 6, 2022 - December 9, 2022
作者:
Guo, Yuxuan
;
Houska, Boris
;
Villanueva, Mario E.
Adobe PDF(1185Kb)
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浏览/下载:247/0
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提交时间:2023/03/10
Structural optimization
Dimensional spaces
Infinite dimensional
Infinite horizons
Mode analysis
Optimal control problem
Optimal controls
Optimal trajectories
Optimality conditions
Stable manifold
Symplectic
Mechanism design powered by social interactions
会议论文
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, AAMAS, Virtual, Online, May 3, 2021 - May 7, 2021
作者:
Zhao, Dengji
Adobe PDF(141Kb)
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收藏
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浏览/下载:236/1
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提交时间:2021/12/03
Commerce
Machine design
Multi agent systems
Coalitional game
Conflict of interest
Market owners
Mechanism design
Revenue maximization
Social interactions
Social welfare
Artificial intelligence
Condition
Large games
Matchings
Monotonicity
Optimality
Power
Theoretical values
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles
会议论文
PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, Paris, France, May 31, 2020 - August 31, 2020
作者:
Ling Gao
;
Junyan Su
;
Jiadi Cui
;
Xiangchen Zeng
;
Xin Peng
Adobe PDF(647Kb)
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收藏
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浏览/下载:416/98
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提交时间:2022/12/09
Intelligent robots
Branch and bound method
Computer vision
Ground vehicles
Ackermann steering
Efficient implementation
Global optimality
Optimisation techniques
Planar homography
Real time motion estimation
Registration problems
Visual odometry
Gaussian Optimality for Derivatives of Differential Entropy Using Linear Matrix Inequalities
期刊论文
ENTROPY, 2018, 卷号: 20, 期号: 3
作者:
Zhang, Xiaobing
;
Anantharam, Venkat
;
Geng, Yanlin
Adobe PDF(791Kb)
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浏览/下载:594/2
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提交时间:2018/07/04
differential entropy
entropy power
log-concavity
linear matrix inequality
Gaussian optimality
Multi-purpose economic optimal experiment design applied to model based optimal control
期刊论文
COMPUTERS & CHEMICAL ENGINEERING, 2016, 卷号: 94, 页码: 212-220
作者:
Telen, D.
;
Houska, B.
;
Logist, F.
;
Van Impe, J.
Adobe PDF(1327Kb)
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浏览/下载:443/0
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提交时间:2017/07/04
Optimal experiment design
Optimality loss
Multi-purpose design
Optimal control
Variance-covariance matrix
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