20132019
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Fingerprint Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 3 Similar Profiles
Fault detection Engineering & Materials Science
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Uncertain systems Engineering & Materials Science
Linear matrix inequalities Engineering & Materials Science
Actuators Engineering & Materials Science
Lyapunov functions Engineering & Materials Science
Reliability analysis Engineering & Materials Science
Asymptotic stability Engineering & Materials Science

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Research Output 2013 2019

  • 10 Conference contribution
  • 4 Article

An Exponentially Convergent Primal-Dual Algorithm for Nonsmooth Composite Minimization

Ding, D., Hu, B., Dhingra, N. K. & Jovanovic, M. R., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4927-4932 6 p. 8619760. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Primal-dual Algorithm
Composite
Exponential Convergence
Composite materials
Linear matrix inequalities

A Robust Accelerated Optimization Algorithm for Strongly Convex Functions

Cyrus, S., Hu, B., Van Scoy, B. & Lessard, L., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1376-1381 6 p. 8430824. (Proceedings of the American Control Conference; vol. 2018-June).

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

Gradient methods
Control theory
Momentum
Computer simulation

Dissipativity theory for accelerating stochastic variance reduction: A unified analysis of SVRG and Katyusha using semidefinite programs

Hu, B., Wright, S. & Lessard, L., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 3250-3259 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 5).

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

Stochastic programming
Energy conservation

Robust convergence analysis of distributed optimization algorithms

Sundararajan, A., Hu, B. & Lessard, L., Jan 17 2018, 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1206-1212 7 p.

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

Distributed Optimization
Semidefinite Program
Distributed Algorithms
Convergence Analysis
Optimization Algorithm

Control interpretations for first-order optimization methods

Hu, B. & Lessard, L., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3114-3119 6 p. 7963426. (Proceedings of the American Control Conference).

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

Learning systems