Research Output per year

## Research Output 2001 2019

## On the Induction of Cascading Failures in Transportation Networks

Kearney, G. & Fardad, M., Jan 18 2019,*2018 IEEE Conference on Decision and Control, CDC 2018.*Institute of Electrical and Electronics Engineers Inc., p. 1821-1826 6 p. 8619519. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Reinforced adversarial attacks on deep neural networks using ADMM

Zhao, P., Xu, K., Zhang, T., Fardad, M., Wang, Y. & Lin, X., Feb 20 2019,*2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 1169-1173 5 p. 8646651. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## A systematic DNN weight pruning framework using alternating direction method of multipliers

Zhang, T., Ye, S., Zhang, K., Tang, J., Wen, W., Fardad, M. & Wang, Y., Jan 1 2018,*Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings.*Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 191-207 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11212 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On a framework for analysis and design of cascades on Boolean networks

Kearney, G. & Fardad, M., Dec 27 2016,*2016 IEEE 55th Conference on Decision and Control, CDC 2016.*Institute of Electrical and Electronics Engineers Inc., p. 997-1002 6 p. 7798398

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On consensus-based community detection

Fardad, M., Feb 8 2016,*Proceedings of the IEEE Conference on Decision and Control.*Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 1577-1582 6 p. 7402435

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On optimal sensor collaboration for distributed estimation with individual power constraints

Liu, S., Kar, S., Fardad, M. & Varshney, P. K., Feb 26 2016,*Conference Record - Asilomar Conference on Signals, Systems and Computers.*IEEE Computer Society, Vol. 2016-February. p. 571-575 5 p. 7421194

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Optimal energy allocation and storage control for distributed estimation with sensor collaboration

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K., Apr 26 2016,*2016 50th Annual Conference on Information Systems and Sciences, CISS 2016.*Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 7460474

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Energy and cost minimization of bidirectional frequency regulation service by EV following FERC order 755

Mojdehi, M. N., Ghosh, P. K. & Fardad, M., Sep 30 2015,*IEEE Power and Energy Society General Meeting.*IEEE Computer Society, Vol. 2015-September. 7285982

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the optimality of sparse long-range links in circulant consensus networks

Fardad, M., Jul 28 2015,*Proceedings of the American Control Conference.*Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 2075-2080 6 p. 7171039

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Sensor selection with correlated measurements for target tracking in wireless sensor networks

Liu, S., Masazade, E., Fardad, M. & Varshney, P. K., Aug 4 2015,*ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.*Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 4030-4034 5 p. 7178728

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Sparsity-promoting sensor management for estimation: An energy balance point of view

Liu, S., Chen, F., Vempaty, A., Fardad, M., Shen, L. & Varshney, P. K., Sep 14 2015,*2015 18th International Conference on Information Fusion, Fusion 2015.*Institute of Electrical and Electronics Engineers Inc., p. 231-238 8 p. 7266567

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Vulnerability analysis of large-scale dynamical networks to coordinated attacks

Pushpak, S., Diwadkar, A., Fardad, M. & Vaidya, U., Dec 16 2015,*Proceedings of 2014 Australian Control Conference, AUCC 2014.*Institute of Electrical and Electronics Engineers Inc., p. 89-94 6 p. 7358710

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On optimal link creation for facilitation of consensus in social networks

Fardad, M., Lin, F. & Jovanovic, M. R., 2014,*Proceedings of the American Control Conference.*Institute of Electrical and Electronics Engineers Inc., p. 3790-3795 6 p. 6859126

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On optimal sensor collaboration topologies for linear coherent estimation

Liu, S., Fardad, M., Kar, S. & Varshney, P. K., 2014,*IEEE International Symposium on Information Theory - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 2624-2628 5 p. 6875309

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the design of optimal structured and sparse feedback gains via sequential convex programming

Fardad, M. & Jovanović, M. R., 2014,*Proceedings of the American Control Conference.*Institute of Electrical and Electronics Engineers Inc., p. 2426-2431 6 p. 6859120

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Sparsity-aware field estimation via ordinary Kriging

Liu, S., Masazade, E., Fardad, M. & Varshney, P. K., 2014,*ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.*Institute of Electrical and Electronics Engineers Inc., p. 3948-3952 5 p. 6854342

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On new characterizations of social influence in social networks

Fardad, M., Lin, F., Zhang, X. & Jovanovic, M. R., 2013,*Proceedings of the American Control Conference.*p. 4777-4782 6 p. 6580577

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On optimal periodic sensor scheduling for field estimation in wireless sensor networks

Liu, S., Fardad, M., Masazade, E. & Varshney, P. K., 2013,*2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings.*p. 137-140 4 p. 6736834

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On optimal sensor placement for mitigation of vulnerabilities to cyber attacks in large-scale networks

Vaidya, U. & Fardad, M., 2013,*2013 European Control Conference, ECC 2013.*p. 3548-3553 6 p. 6669723

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Identification of sparse communication graphs in consensus networks

Lin, F., Fardad, M. & Jovanovic, M. R., 2012,*2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012.*p. 85-89 5 p. 6483203

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On identifying sparse representations of consensus networks

Dhingra, N., Lin, F., Fardad, M. & Jovanović, M. R., 2012,*IFAC Proceedings Volumes (IFAC-PapersOnline).*p. 305-310 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the optimal dissemination of information in social networks

Fardad, M., Zhang, X., Lin, F. & Jovanovic, M. R., 2012,*Proceedings of the IEEE Conference on Decision and Control.*p. 2539-2544 6 p. 6426070

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the optimal synchronization of oscillator networks via sparse interconnection graphs

Fardad, M., Lin, F. & Jovanovic, M. R., 2012,*Proceedings of the American Control Conference.*p. 4777-4782 6 p. 6315116

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Performance of leader-follower networks in directed trees and lattices

Lin, F., Fardad, M. & Jovanovic, M. R., 2012,*Proceedings of the IEEE Conference on Decision and Control.*p. 734-739 6 p. 6425879

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Sparse feedback synthesis via the alternating direction method of multipliers

Lin, F., Fardad, M. & Jovanovic, M. R., 2012,*Proceedings of the American Control Conference.*p. 4765-4770 6 p. 6315694

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Algorithms for leader selection in large dynamical networks: Noise-free leaders

Fardad, M., Lin, F. & Jovanovic, M. R., 2011,*Proceedings of the IEEE Conference on Decision and Control.*p. 7188-7193 6 p. 6161482

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Algorithms for leader selection in large dynamical networks: Noise-corrupted leaders

Lin, F., Fardad, M. & Jovanovic, M. R., 2011,*Proceedings of the IEEE Conference on Decision and Control.*p. 2932-2937 6 p. 6161507

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Sparsity-promoting optimal control for a class of distributed systems

Fardad, M., Lin, F. & Jovanović, M. R., 2011,*Proceedings of the American Control Conference.*p. 2050-2055 6 p. 5991020

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Investigation of POD bases for flow control on disk wakes

Berger, Z., Bigger, R., Fardad, M., Higuch, H., Glauser, M. N. & Orbaker, A. J., 2010,*American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM.*PARTS A, B AND C ed. Vol. 1. p. 1109-1116 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the dual decomposition of linear quadratic optimal control problems for vehicular formations

Fardad, M., Lin, F. & Jovanović, M. R., 2010,*Proceedings of the IEEE Conference on Decision and Control.*p. 6287-6292 6 p. 5717487

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the optimal localized feedback design for multi-vehicle systems

Lin, F., Fardad, M. & Jovanović, M. R., 2010,*Proceedings of the IEEE Conference on Decision and Control.*p. 5744-5749 6 p. 5718163

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the optimal localized feedback design for vehicular platoons

Lin, F., Fardad, M. & Jovanović, M. R., 2010,*Proceedings of the 2010 American Control Conference, ACC 2010.*p. 4622-4627 6 p. 5531056

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Damping mechanisms in dynamic mode atomic force microscopy applications

Fardad, M., Jovanović, M. R. & Salapaka, M. V., 2009,*Proceedings of the American Control Conference.*p. 2272-2277 6 p. 5160084

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the optimal design of structured feedback gains for interconnected systems

Fardad, M., Lin, F. & Jovanović, M. R., 2009,*Proceedings of the IEEE Conference on Decision and Control.*p. 978-983 6 p. 5400341

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Synthesis of H2 optimal static structured controllers: Primal and dual formulations

Lin, F., Fardad, M. & Jovanovic, M. R., 2009,*2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009.*p. 340-346 7 p. 5394784

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## The operator algebra of almost toeplitz matrices and the optimal control of large-scale systems

Fardad, M., 2009,*Proceedings of the American Control Conference.*p. 854-859 6 p. 5160148

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On the state-space design of optimal controllers for distributed systems with finite communication speed

Fardad, M. & Jovanović, M. R., 2008,*Proceedings of the IEEE Conference on Decision and Control.*p. 5488-5493 6 p. 4739424

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Perturbation analysis of eigenvalues of a class of self-adjoint operators

Moarref, R., Fardad, M. & Jovanović, M. R., 2008,*Proceedings of the American Control Conference.*p. 955-960 6 p. 4586615

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## Connection between almost everywhere stability of an ODE and advection PDE

Rajaram, R., Vaidya, U. & Fardad, M., 2007,*Proceedings of the IEEE Conference on Decision and Control.*p. 5880-5885 6 p. 4434827

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## On stability and the spectrum determined growth condition for spatially periodic systems

Fardad, M. & Bamieh, B., 2006,*Proceedings of the IEEE Conference on Decision and Control.*p. 3956-3961 6 p. 4177408

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## A perturbation approach to the H 2 analysis of spatially periodic systems

Fardad, M. & Bamieh, B., 2005,*Proceedings of the American Control Conference.*Vol. 7. p. 4838-4843 6 p. FrC09.2

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## The Nyquist stability criterion for a class of spatially periodic systems

Fardad, M. & Bamieh, B., 2005,*Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05.*Vol. 2005. p. 5275-5280 6 p. 1583000

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## A frequency domain analysis and synthesis of the passivity of sampled-data systems

Fardad, M. & Bamieh, B., 2004,*Proceedings of the IEEE Conference on Decision and Control.*Vol. 3. p. 2358-2363 6 p. WeC02.5

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## A perturbation analysis of parametric resonance and periodic control in spatially distributed systems

Fardad, M. & Bamieh, B., 2004,*Proceedings of the IEEE Conference on Decision and Control.*Vol. 4. p. 3786-3791 6 p. ThC04.5

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

## A framework for destabilization of dynamical systems and mixing enhancement

Bamieh, B., Mezic, I. & Fardad, M., 2001,*Proceedings of the IEEE Conference on Decision and Control.*Vol. 5. p. 4980-4983 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution