• 6124 Citations
  • 33 h-Index
1994 …2020
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Convex optimization Engineering & Materials Science
Parallel algorithms Engineering & Materials Science
Gradient methods Engineering & Materials Science
Distributed Optimization Mathematics
Directed graphs Engineering & Materials Science
Subgradient Method Mathematics
Minimization Problem Mathematics
Subgradient Mathematics

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Research Output 1994 2019

Accelerated Gradient Play Algorithm for Distributed Nash Equilibrium Seeking

Tatarenko, T., Shi, W. & Nedich, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3561-3566 6 p. 8619479. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nash Equilibrium
Gradient
Cost functions
Cost Function
Strongly Monotone Mapping

A Distributed Stochastic Gradient Tracking Method

Pu, S. & Nedich, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 963-968 6 p. 8618708. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic Gradient
Cost functions
Cost Function
Iterate
Optimal Solution
1 Citation (Scopus)

A Push-Pull Gradient Method for Distributed Optimization in Networks

Pu, S., Shi, W., Xu, J. & Nedich, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3385-3390 6 p. 8619047. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed Optimization
Gradient methods
Gradient Method
Cost functions
Cost Function

A Variable Sample-Size Stochastic Quasi-Newton Method for Smooth and Nonsmooth Stochastic Convex Optimization

Jalilzadeh, A., Nedich, A., Shanbhag, U. V. & Yousefian, F., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4097-4102 6 p. 8619209. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quasi-Newton Method
Convex optimization
Stochastic Optimization
Stochastic Methods
Newton-Raphson method

Detection of Data Injection Attacks on Decentralized Statistical Estimation

Shalom, O., Leshem, A., Scaglione, A. & Nedich, A., Feb 20 2019, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 8646074. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Projects 2017 2020