Distributed stochastic subgradient projection algorithms for convex optimization S Sundhar Ram, A Nedić, VV Veeravalli Journal of optimization theory and applications 147 (3), 516-545, 2010 | 842 | 2010 |
Incremental stochastic subgradient algorithms for convex optimization SS Ram, A Nedić, VV Veeravalli SIAM Journal on Optimization 20 (2), 691-717, 2009 | 285 | 2009 |
Asynchronous gossip algorithms for stochastic optimization SS Ram, A Nedić, VV Veeravalli Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held …, 2009 | 150 | 2009 |
A new class of distributed optimization algorithms: Application to regression of distributed data S Sundhar Ram, A Nedić, VV Veeravalli Optimization Methods and Software 27 (1), 71-88, 2012 | 122 | 2012 |
Distributed non-autonomous power control through distributed convex optimization SS Ram, VV Veeravalli, A Nedic IEEE INFOCOM 2009, 3001-3005, 2009 | 121 | 2009 |
Distributed and recursive parameter estimation in parametrized linear state-space models SS Ram, VV Veeravalli, A Nedic IEEE Transactions on Automatic Control 55 (2), 488-492, 2010 | 113 | 2010 |
On the path coverage properties of random sensor networks SS Ram, D Manjunath, SK Iyer, D Yogeshwaran IEEE Transactions on Mobile Computing 6 (5), 494-506, 2007 | 105 | 2007 |
Stochastic incremental gradient descent for estimation in sensor networks SS Ram, A Nedic, VV Veeravalli 2007 conference record of the forty-first asilomar conference on signals …, 2007 | 74 | 2007 |
Asynchronous gossip algorithm for stochastic optimization: Constant stepsize analysis SS Ram, A Nedić, VV Veeravalli Recent Advances in Optimization and its Applications in Engineering: The …, 2010 | 57 | 2010 |
Distributed subgradient projection algorithm for convex optimization SS Ram, A Nedic, VV Veeravalli 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 51 | 2009 |
Asynchronous stochastic convex optimization over random networks: Error bounds B Touri, A Nedi5454103, SS Ram 2010 Information Theory and Applications Workshop (ITA), 1-10, 2010 | 25 | 2010 |
Path coverage by a sensor field: the nonhomogeneous case P Manohar, SS Ram, D Manjunath ACM Transactions On Sensor Networks (TOSN) 5 (2), 1-26, 2009 | 23 | 2009 |
Localization and intensity tracking of diffusing point sources using sensor networks SS Ram, VV Veeravalli IEEE GLOBECOM 2007-IEEE Global Telecommunications Conference, 3107-3111, 2007 | 20 | 2007 |
Nedić A Veeravalli VV Distributed stochastic subgradient projection algorithms for convex optimization SS Ram J. Optim. Theory Appl 147 (3), 516, 2010 | 19 | 2010 |
WSN04-3: On the Path Coverage by a Non Homogeneous Sensor Field P Manohar, SS Ram, D Manjunath IEEE Globecom 2006, 1-5, 2006 | 16 | 2006 |
Distributed and recursive parameter estimation SS Ram, VV Veeravalli, A Nedić Sensor Networks: Where Theory Meets Practice, 17-38, 2009 | 6 | 2009 |
Incremental stochastic subgradient algorithms for convex optimzation (2008) SS Ram, A Nedić, V Veeravalli Submitted, 0 | 5 | |
Distributed optimization in multi-agent systems: Applications to distributed regression SR Srinivasan University of Illinois at Urbana-Champaign, 2010 | 3 | 2010 |
Incremental Robbins-Monro gradient algorithm for regression in sensor networks SS Ram, VV Veeravalli, A Nedic 2007 2nd IEEE International Workshop on Computational Advances in Multi …, 2007 | 2 | 2007 |
Incremental recursive prediction error algorithm for parameter estimation in sensor networks SS Ram, VV Veeravalli, A Nedic 2008 11th International Conference on Information Fusion, 1-8, 2008 | 1 | 2008 |