Distributed Online Learning over Time-varying Graphs via Proximal Gradient Descent

2019 IEEE 58th Conference on Decision and Control (CDC) ◽

10.1109/cdc40024.2019.9029852 ◽

2019 ◽

Author(s):

Rishabh Dixit ◽

Amrit Singh Bedi ◽

Ketan Rajawat ◽

Alec Koppel

Keyword(s):

Online Learning ◽

Gradient Descent ◽

Time Varying ◽

Proximal Gradient Descent ◽

Over Time ◽

Time Varying Graphs

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Analysis and Design of First-Order Distributed Optimization Algorithms Over Time-Varying Graphs

IEEE Transactions on Control of Network Systems ◽

10.1109/tcns.2020.2988009 ◽

2020 ◽

Vol 7 (4) ◽

pp. 1597-1608

Author(s):

Akhil Sundararajan ◽

Bryan Van Scoy ◽

Laurent Lessard

Keyword(s):

Distributed Optimization ◽

Optimization Algorithms ◽

Time Varying ◽

Analysis And Design ◽

First Order ◽

Over Time ◽

Time Varying Graphs

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Finite-Time Distributed State Estimation over Time-Varying Graphs: Exploiting the Age-of-Information

2019 American Control Conference (ACC) ◽

10.23919/acc.2019.8814627 ◽

2019 ◽

Author(s):

Aritra Mitra ◽

John A. Richards ◽

Saurabh Bagchi ◽

Shreyas Sundaram

Keyword(s):

State Estimation ◽

Finite Time ◽

Time Varying ◽

Distributed State Estimation ◽

Over Time ◽

Time Varying Graphs ◽

Age Of Information

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State Consensus for Discrete-Time Multiagent Systems Over Time-Varying Graphs

IEEE Transactions on Automatic Control ◽

10.1109/tac.2020.2979750 ◽

2021 ◽

Vol 66 (1) ◽

pp. 346-353 ◽

Author(s):

Ji-Lie Zhang ◽

Xiang Chen ◽

Guoxiang Gu

Keyword(s):

Multiagent Systems ◽

Discrete Time ◽

Time Varying ◽

Over Time ◽

Time Varying Graphs

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Optimal Scheduling over Time-Varying Channels with Traffic Admission Control: Structural Results and Online Learning Algorithms

IEEE Transactions on Wireless Communications ◽

10.1109/tw.2013.081913.121525 ◽

2013 ◽

Vol 12 (9) ◽

pp. 4434-4444 ◽

Author(s):

Khoa T. Phan ◽

Tho Le-Ngoc ◽

Mihaela van der Schaar ◽

Fangwen Fu

Keyword(s):

Online Learning ◽

Admission Control ◽

Learning Algorithms ◽

Optimal Scheduling ◽

Time Varying ◽

Online Learning Algorithms ◽

Time Varying Channels ◽

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A geometrically convergent method for distributed optimization over time-varying graphs

2016 IEEE 55th Conference on Decision and Control (CDC) ◽

10.1109/cdc.2016.7798402 ◽

2016 ◽

Author(s):

Angelia Nedich ◽

Alex Olshevsky ◽

Wei Shi

Keyword(s):

Distributed Optimization ◽

Time Varying ◽

Convergent Method ◽

Over Time ◽

Time Varying Graphs

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Differentially private distributed online learning over time‐varying digraphs via dual averaging

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.5635 ◽

2021 ◽

Author(s):

Dongyu Han ◽

Kun Liu ◽

Yeming Lin ◽

Yuanqing Xia

Keyword(s):

Online Learning ◽

Time Varying ◽

Dual Averaging ◽

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A Distributed Optimization Algorithm over Time-Varying Graphs with Efficient Gradient Evaluations

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2019.12.181 ◽

2019 ◽

Vol 52 (20) ◽

pp. 357-362 ◽

Author(s):

Bryan Van Scoy ◽

Laurent Lessard

Keyword(s):

Optimization Algorithm ◽

Distributed Optimization ◽

Time Varying ◽

Over Time ◽

Time Varying Graphs

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A geometrically converging dual method for distributed optimization over time-varying graphs

IEEE Transactions on Automatic Control ◽

10.1109/tac.2020.3018743 ◽

2020 ◽

pp. 1-1

Author(s):

Marie Maros ◽

Joakim Jalden

Keyword(s):

Distributed Optimization ◽

Dual Method ◽

Time Varying ◽

Over Time ◽

Time Varying Graphs

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Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs

IEEE Transactions on Emerging Topics in Computational Intelligence ◽

10.1109/tetci.2018.2880771 ◽

2019 ◽

pp. 1-13 ◽

Author(s):

Changqiao Xu ◽

Junlong Zhu ◽

Dapeng Oliver Wu

Keyword(s):

Online Learning ◽

Time Varying ◽

Learning Methods ◽

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Distributed formation control of multiple unmanned aerial vehicles over time-varying graphs using population games

2016 IEEE 55th Conference on Decision and Control (CDC) ◽

10.1109/cdc.2016.7799072 ◽

2016 ◽

Author(s):

Julian Barreiro-Gomez ◽

Ignacio Mas ◽

Carlos Ocampo-Martinez ◽

Ricardo Sanchez-Pena ◽

Nicanor Quijano

Keyword(s):

Unmanned Aerial Vehicles ◽

Formation Control ◽

Time Varying ◽

Population Games ◽

Aerial Vehicles ◽

Multiple Unmanned Aerial Vehicles ◽

Over Time ◽

Time Varying Graphs

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