Search Results - "Robust distributed algorithms"

Robust discrete time dynamic average consensus by Montijano, Eduardo, Montijano, Juan Ignacio, Sagüés, Carlos, Martínez, Sonia

“…This paper deals with the problem of average consensus of a set of time-varying reference signals in a distributed manner. We propose a new class of discrete…”
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Robust distributed multicategory angle-based classification for massive data by Sun, Gaoming, Wang, Xiaozhou, Yan, Yibo, Zhang, Riquan

“… its excess risk under general conditions. Further, under varied robustness settings, we develop two robust distributed algorithms to provide robust estimations of the multicategory classification…”
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Scalable and Robust Distributed Algorithms for Privacy-Preserving Applications by Zamani, Mahdi

“… In this dissertation, we study scalable and robust distributed algorithms that guarantee user privacy when communicating with other parties to either solely exchange information or participate…”
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Random distributed multiresolution representations with significance querying by Wang, Wei, Ramchandran, Kannan

“…We propose random distributed multiresolution representations of sensor network data, so that the most significant encoding coefficients are easily accessible…”
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A Robust Distributed Algorithm for Solving the Economic Dispatch Problem with the Penetration of Renewables and Battery Systems by Kubicek, Karel, Cech, Martin, Strelec, Martin

“…In the field of energy networks, for their effective functioning, it is necessary to distribute the required load between all online generating units in a…”
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Iterative Learning Control Based Robust Distributed Algorithm for Non-Holonomic Mobile Robots Formation by Sun, Shihao, Endo, Takahiro, Matsuno, Fumitoshi

“…This paper presents an iterative learning control-based robust distributed algorithm on the formation issue for a group of differential-drive mobile robots…”
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Energy efficiency maximization oriented resource allocation in 5G ultra-dense network: Centralized and distributed algorithms by Li, Wei, Wang, Jun, Yang, Guosheng, Zuo, Yue, Shao, Qijia, Li, Shaoqian

“…Spurred by both economic and environmental concerns, energy efficiency (EE) has now become one of the key pillars for the fifth generation (5G) mobile…”
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Robust Power Control for Amplify-and-Forward Relaying Scheme by Liu, Zhixin, Yuan, Huanhuan, Li, Hongxiang, Guan, Xinping, Yang, Hongjiu

“…Power control problem is investigated for amplify-and-forward cellular relay network in this letter. Since the wireless channels vary with time, we aim at a…”
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A review of robust distributed estimation strategies over wireless sensor networks by Modalavalasa, Sowjanya, Sahoo, Upendra Kumar, Sahoo, Ajit Kumar, Baraha, Satyakam

“… algorithms to tackle outliers.•The manuscript reviews robust distributed algorithms available in the literature for parameter estimation and it mainly focuses on robust distributed estimation using loss functions…”
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Byzantine-robust distributed support vector machine by Wang, Xiaozhou, Liu, Weidong, Mao, Xiaojun

“… This paper studies Byzantine-robust distributed algorithms for support vector machines (SVMs) in the context of binary classification…”
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Robust Diffusion Adaptive Networks with Noisy Link and Input by Zhu, Chen, Jia, Lijuan, Kanae, Shunshoku, Yang, Zijiang

“… the state-of-the-art robust distributed algorithms for output impulse noises will degrade significantly…”
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Scalable, Efficient and Robust Distributed Learning Methods With Heterogeneous, Limited or Imbalanced Data by Chen, Cheng

“…In the era of big data, large-scale machine-learning algorithms have been widely applied to real-world applications. In practice, it is challenging to…”
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A Markov Chain Algorithm for Compression in Self-Organizing Particle Systems by Cannon, Sarah, Daymude, Joshua J, Randall, Dana, Richa, Andréa W

“… Here, we initiate a stochastic approach to developing robust distributed algorithms for programmable matter systems using Markov chains…”
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Multi-agent Online Decision Making with Imperfect Feedback: Theory and Application by Zhou, Zhengyuan

“…Data-driven decision making, lying at the intersection between learning and decision making, has emerged as an important paradigm for engineering, data science…”
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LOADER: A Location-Aware Distributed Virtual Environment Architecture by Hariri, B., Shirmohammadi, S., Pakravan, M.R.

“… Therefore it requires robust distributed algorithms in a dynamic peer-to-peer system with frequent node arrivals and departures…”
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Large scale networked dynamical systems: Distributed inference by Kar, Soummya

“…The thesis develops methodology and algorithms to study distributed inference problems in large scale networked systems. Typical examples that fall under the…”
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Customized decentralized autonomous organization based optimal energy management for smart buildings by Ding, Yibo, Sun, Xianzhuo, Ruan, Jiaqi, Shi, Wenzhuo, Wu, Huayi, Xu, Zhao

“…In recent years, the unprecedented rising urbanization level and proliferation of distributed energy sources (DES) are motivating the transition of smart…”
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Distributed adaptive Huber regression by Luo, Jiyu, Sun, Qiang, Zhou, Wen-Xin

“… A new robust distributed algorithm is introduced for fitting linear regressions when data are subject to heavy-tailed and/or asymmetric errors with finite second moments…”
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Optimal Distributed Energy Management for Local Energy Community: A Decision Regret Oriented Smart Predict and Optimize Approach by Ding, Yibo, Sun, Xianzhuo, Shi, Wenzhuo, Ruan, Jiaqi, Chen, Junyu, Zhao, Yuhong, Xu, Zhao

“…More accurate prediction does not necessarily lead to better decision. Distinguished from existing accuracy based "predict then optimize" methods, this work…”
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Coordinated consensus for smart grid economic environmental power dispatch with dynamic communication network by Hamdi, Mounira, Chaoui, Mondher, Idoumghar, Lhassane, Kachouri, Abdennaceur

“… This study develops a robust distributed algorithm based on consensus protocols in multi-agent systems, to solve the smart grid CEEDP with a practical communication network consisting of a dynamic…”
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