# Usman A. Khan

According to our database

Collaborative distances:

^{1}, Usman A. Khan authored at least 100 papers between 2007 and 2021.Collaborative distances:

## Timeline

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#### On csauthors.net:

## Bibliography

2021

IEEE Control. Syst. Lett., 2021

CoRR, 2021

Delay-Tolerant Consensus-based Distributed Estimation: Full-Rank Systems with Potentially Unstable Dynamics.

CoRR, 2021

A hybrid variance-reduced method for decentralized stochastic non-convex optimization.

CoRR, 2021

2020

Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence.

IEEE Trans. Signal Process., 2020

Minimal Sufficient Conditions for Structural Observability/Controllability of Composite Networks via Kronecker Product.

IEEE Trans. Signal Inf. Process. over Networks, 2020

On the Complexity of Minimum-Cost Networked Estimation of Self-Damped Dynamical Systems.

IEEE Trans. Netw. Sci. Eng., 2020

Distributed Heavy-Ball: A Generalization and Acceleration of First-Order Methods With Gradient Tracking.

IEEE Trans. Autom. Control., 2020

Decentralized Optimization Over Time-Varying Directed Graphs With Row and Column-Stochastic Matrices.

IEEE Trans. Autom. Control., 2020

Decentralized Stochastic Optimization and Machine Learning: A Unified Variance-Reduction Framework for Robust Performance and Fast Convergence.

IEEE Signal Process. Mag., 2020

Soc. Netw. Anal. Min., 2020

IEEE Syst. J., 2020

Proc. IEEE, 2020

Proc. IEEE, 2020

A fast randomized incremental gradient method for decentralized non-convex optimization.

CoRR, 2020

A near-optimal stochastic gradient method for decentralized non-convex finite-sum optimization.

CoRR, 2020

Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs.

CoRR, 2020

An improved convergence analysis for decentralized online stochastic non-convex optimization.

CoRR, 2020

Gradient tracking and variance reduction for decentralized optimization and machine learning.

CoRR, 2020

GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization.

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

IEEE Signal Process. Lett., 2019

EURASIP J. Adv. Signal Process., 2019

Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking - Part II: GT-SVRG.

CoRR, 2019

CoRR, 2019

CoRR, 2019

Distributed Training with Mobile Agents: Optimization Over Dynamic Directed Graphs.

Proceedings of the IEEE Data Science Workshop, 2019

Distributed stochastic optimization with gradient tracking over strongly-connected networks.

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

IEEE Trans. Signal Inf. Process. over Networks, 2018

IEEE Trans. Netw. Sci. Eng., 2018

IEEE Trans. Autom. Control., 2018

Linear Convergence in Optimization Over Directed Graphs With Row-Stochastic Matrices.

IEEE Trans. Autom. Control., 2018

IEEE Signal Process. Lett., 2018

Proc. IEEE, 2018

A Linear Algorithm for Optimization Over Directed Graphs With Geometric Convergence.

IEEE Control. Syst. Lett., 2018

CoRR, 2018

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Proceedings of the 16th European Control Conference, 2018

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

An Opportunistic Linear-Convex Algorithm for Localization in Mobile Robot Networks.

IEEE Trans. Robotics, 2017

IEEE Trans. Autom. Control., 2017

IEEE Trans. Autom. Control., 2017

Asymptotic Stability of LTV Systems With Applications to Distributed Dynamic Fusion.

IEEE Trans. Autom. Control., 2017

IEEE Signal Process. Lett., 2017

Neurocomputing, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

IEEE Trans. Control. Netw. Syst., 2016

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

On the convergence of time-varying fusion algorithms: Application to localization in dynamic networks.

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Proceedings of the 2016 American Control Conference, 2016

Proceedings of the 2016 American Control Conference, 2016

Proceedings of the 2016 American Control Conference, 2016

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

IEEE Signal Process. Lett., 2015

Revisiting Finite-Time Distributed Algorithms via Successive Nulling of Eigenvalues.

IEEE Signal Process. Lett., 2015

CoRR, 2015

Linear Theory for Self-Localization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants.

IEEE Access, 2015

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

IEEE J. Sel. Top. Signal Process., 2014

Asymptotic stability of stochastic LTV systems with applications to distributed dynamic fusion.

CoRR, 2014

CoRR, 2014

Collaborative scalar-gain estimators for potentially unstable social dynamics with limited communication.

Autom., 2014

Proceedings of the 6th International Symposium on Communications, 2014

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Proceedings of 11th IEEE International Conference on Networking, Sensing and Control, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

On the Genericity Properties in Distributed Estimation: Topology Design and Sensor Placement.

IEEE J. Sel. Top. Signal Process., 2013

CoRR, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

On the distributed estimation of rank-deficient dynamical systems: A generic approach.

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A decentralized algorithm for the preferred assignment problem in multi-agent systems.

Proceedings of the 12th European Control Conference, 2013

Proceedings of the American Control Conference, 2013

2012

On the genericity properties in networked estimation: Topology design and sensor placement

CoRR, 2012

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

CoRR, 2011

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

A coordination-free distributed algorithm for simple assignment problems using randomized actions.

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Communication strategies to ensure generic networked observability in multi-agent systems.

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

IEEE Trans. Signal Process., 2010

DILAND: an algorithm for distributed sensor localization with noisy distance measurements.

IEEE Trans. Signal Process., 2010

Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control.

IEEE Trans. Syst. Man Cybern. Part A, 2010

Designing the parameters of high dimensional consensus: Multi-objective optimization and pareto-optimality.

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Distributed sensor localization in random environments using minimal number of anchor nodes.

IEEE Trans. Signal Process., 2009

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

IEEE Trans. Signal Process., 2008

Millimeter- and Submillimeter-Wave Dielectric Measurements of Household Powders Using Fourier Transform Spectroscopy.

IEEE Trans. Instrum. Meas., 2008

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Measurement of Broadband Dielectric Properties of Cyclohexane, Chlorobenzene, 10% Formalin, and 1, 4-Dioxane Using Dispersive Fourier Transform Spectroscopy.

IEEE Trans. Instrum. Meas., 2007