Find Scholarly Works

Search in all content

Filters for Scholarly Works

Search concepts
Selected Filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011

Author

  • Angelia Nedich
2013

Distributed mini-batch random projection algorithms for reduced communication overhead

Lee, S. & Nedic, A., Dec 1 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 559-562 4 p. 6736939. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

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

1 Scopus citations

Distributed optimization of strongly convex functions on directed time-varying graphs

Nedic, A. & Olshevsky, A., Dec 1 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 329-332 4 p. 6736882. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

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

8 Scopus citations

Distributed optimization over time-varying directed graphs

Nedíc, A. & Olshevsky, A., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 6855-6860 6 p. 6760975. (Proceedings of the IEEE Conference on Decision and Control).

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

30 Scopus citations

Distributed random projection algorithm for convex optimization

Lee, S. & Nedić, A., Apr 2013, In : IEEE Journal on Selected Topics in Signal Processing. 7, 2, p. 221-229 9 p., 6461383.

Research output: Contribution to journalArticle

108 Scopus citations

Distributed sparse regression by consensus-based primal-dual perturbation optimization

Chang, T. H., Nedic, A. & Scaglione, A., Dec 1 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 289-292 4 p. 6736872. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

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

1 Scopus citations

Dynamic coalitional TU games: Distributed bargaining among players' neighbors

Nedić, A. & Bauso, D., Jun 3 2013, In : IEEE Transactions on Automatic Control. 58, 6, p. 1363-1376 14 p., 6395804.

Research output: Contribution to journalArticle

18 Scopus citations

Epoch gradient descent for smoothed hinge-loss linear SVMs

Lee, S. & Nedic, A., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 4789-4794 6 p. 6580579. (Proceedings of the American Control Conference).

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

Gossip-based random projection algorithm for distributed optimization: Error bound

Lee, S. & Nedić, A., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 6874-6879 6 p. 6760978. (Proceedings of the IEEE Conference on Decision and Control).

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

3 Scopus citations

Hybrid noncoherent network coding

Skachek, V., Milenkovic, O. & Nedić, A., May 23 2013, In : IEEE Transactions on Information Theory. 59, 6, p. 3317-3331 15 p., 6423921.

Research output: Contribution to journalArticle

8 Scopus citations

Regularized iterative stochastic approximation methods for stochastic variational inequality problems

Koshal, J., Nedic, A. & Shanbhag, U. V., Mar 11 2013, In : IEEE Transactions on Automatic Control. 58, 3, p. 594-609 16 p., 6286992.

Research output: Contribution to journalArticle

45 Scopus citations

Termination time of multidimensional Hegselmann-Krause opinion dynamics

Etesami, S. R., Basar, T., Nedic, A. & Touri, B., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 1255-1260 6 p. 6580008. (Proceedings of the American Control Conference).

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

19 Scopus citations
2012

A gossip algorithm for aggregative games on graphs

Koshal, J., Nedic, A. & Shanbhag, U. V., Dec 1 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 4840-4845 6 p., 6426136.

Research output: Contribution to journalConference article

36 Scopus citations

A new class of distributed optimization algorithms: Application to regression of distributed data

Sundhar Ram, S., Nedić, A. & Veeravalli, V. V., Feb 1 2012, In : Optimization Methods and Software. 27, 1, p. 71-88 18 p.

Research output: Contribution to journalArticle

62 Scopus citations

Convergence properties of normalized random incremental gradient algorithms for least-squares source localization

Rabbat, M. & Nedic, A., Dec 1 2012, Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2012. p. 1417-1421 5 p. 6489259. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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

1 Scopus citations

DrSVM: Distributed random projection algorithms for SVMs

Lee, S. & Nedic, A., Dec 1 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 5286-5291 6 p., 6425875.

Research output: Contribution to journalConference article

4 Scopus citations

Hybrid noncoherent network coding

Skachek, V., Milenkovic, O. & Nedić, A., Oct 1 2012, 2012 International Symposium on Network Coding, NetCod 2012. p. 7-12 6 p. (2012 International Symposium on Network Coding, NetCod 2012).

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

Multi-dimensional Hegselmann-Krause dynamics

Nedic, A. & Touri, B., Dec 1 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 68-73 6 p., 6426417.

Research output: Contribution to journalConference article

37 Scopus citations

On approximations and ergodicity classes in random chains

Touri, B. & Nedic, A., Nov 26 2012, In : IEEE Transactions on Automatic Control. 57, 11, p. 2718-2730 13 p., 6170548.

Research output: Contribution to journalArticle

29 Scopus citations

On averaging dynamics in general state spaces

Touri, B., Basar, T. & Nedic, A., Dec 1 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 62-67 6 p., 6426900.

Research output: Contribution to journalConference article

1 Scopus citations

On backward product of stochastic matrices

Touri, B. & Nedić, A., Aug 1 2012, In : Automatica. 48, 8, p. 1477-1488 12 p.

Research output: Contribution to journalArticle

27 Scopus citations

On stochastic gradient and subgradient methods with adaptive steplength sequences

Yousefian, F., Nedi, A. & Shanbhag, U. V., Jan 1 2012, In : Automatica. 48, 1, p. 56-67 12 p.

Research output: Contribution to journalArticle

51 Scopus citations
2011

Alternative characterization of ergodicity for doubly stochastic chains

Touri, B. & Nedic, A., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 5371-5376 6 p. 6161372. (Proceedings of the IEEE Conference on Decision and Control).

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

9 Scopus citations

A regularized adaptive steplength stochastic approximation scheme for monotone stochastic variational inequalities

Yousefian, F., Nedić, A. & Shanbhag, U. V., Dec 1 2011, Proceedings of the 2011 Winter Simulation Conference, WSC 2011. p. 4110-4121 12 p. 6148100. (Proceedings - Winter Simulation Conference).

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

3 Scopus citations

Asynchronous broadcast-based convex optimization over a network

Nedić, A., Jun 1 2011, In : IEEE Transactions on Automatic Control. 56, 6, p. 1337-1351 15 p., 5585721.

Research output: Contribution to journalArticle

140 Scopus citations

Constrained consensus for bargaining in dynamic coalitional TU games

Nedić, A. & Bauso, D., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 229-234 6 p. 6160508. (Proceedings of the IEEE Conference on Decision and Control).

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

2 Scopus citations

Discrete-time opinion dynamics

Touri, B. & Nedić, A., Dec 1 2011, Conference Record of the 45th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2011. p. 1172-1176 5 p. 6190199. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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

14 Scopus citations

Distributed asynchronous constrained stochastic optimization

Srivastava, K. & Nedić, A., Aug 1 2011, In : IEEE Journal on Selected Topics in Signal Processing. 5, 4, p. 772-790 19 p., 5719290.

Research output: Contribution to journalArticle

197 Scopus citations

Distributed min-max optimization in networks

Srivastava, K., Nedić, A. & Stipanović, D., Sep 29 2011, 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings. 6004889. (17th DSP 2011 International Conference on Digital Signal Processing, Proceedings).

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

9 Scopus citations

Multiuser optimization: Distributed algorithms and error analysis

Koshal, J., Nedić, A. & Shanbhag, U. V., Oct 24 2011, In : SIAM Journal on Optimization. 21, 3, p. 1046-1081 36 p.

Research output: Contribution to journalArticle

59 Scopus citations

On ergodicity, infinite flow, and consensus in random models

Touri, B. & Nedić, A., Jul 1 2011, In : IEEE Transactions on Automatic Control. 56, 7, p. 1593-1605 13 p., 5624571.

Research output: Contribution to journalArticle

72 Scopus citations

On existence of a quadratic comparison function for random weighted averaging dynamics and its implications

Touri, B. & Nedić, A., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 3806-3811 6 p. 6160502. (Proceedings of the IEEE Conference on Decision and Control).

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

17 Scopus citations

Random algorithms for convex minimization problems

Nedić, A., Oct 1 2011, In : Mathematical Programming. 129, 2, p. 225-253 29 p.

Research output: Contribution to journalArticle

50 Scopus citations

Single timescale stochastic approximation for stochastic Nash games in cognitive radio systems

Koshal, J., Nedić, A. & Shanbhagy, U. V., Sep 29 2011, 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings. 6004914. (17th DSP 2011 International Conference on Digital Signal Processing, Proceedings).

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

2 Scopus citations