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Many resource allocation problems can be formulated as an optimization problem whose constraints contain sensitive information about participating users.
A stochastic approximation method
H. Robbins and S. Monro · 1951
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Topological Spaces: Including a Treatment of Multi-Valued Functions, Vector Spaces and Convexity
C. Berge · 1963
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On the continuity of the minimum set of a continuous function
G. B. Dantzig, J. Folkman, and N. Shapiro · 1967
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Sensitivity analysis for nonlinear programming using penalty methods
A. V. Fiacco · 1976
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Designing structured tight frames via an alternating projection method
J. A. Tropp, I. S. Dhillon, R. W. Heath, and T. Strohmer · 2005
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Calibrating noise to sensitivity in private data analysis
C. Dwork, F. McSherry, K. Nissim, and A. Smith · 2006
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How to break anonymity of the Netflix prize data set
A. Narayanan and V. Shmatikov · 2007
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Differential privacy: A survey of results
C. Dwork · 2008
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Potential impacts of plug-in hybrid electric vehicles on regional power generation
S. W. Hadley and A. A. Tsvetkova · 2009
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Grid of the future
A. Ipakchi and F. Albuyeh · 2009
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The impact of charging plug-in hybrid electric vehicles on a residential distribution grid
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Evaluations of plug-in electric vehicle distribution system impacts
J. Taylor, A. Maitra, M. Alexander, D. Brooks, and M. Duvall · 2010
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Real-time coordination of plug-in electric vehicle charging in smart grids to minimize power losses and improve voltage profile
S. Deilami, A. S. Masoum, P. S. Moses, and M. A. S. Masoum · 2011
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Information-based complexity, feedback and dynamics in convex programming
M. Raginsky and A. Rakhlin · 2011
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Coordinated charging of plug-in hybrid electric vehicles to minimize distribution system losses
E. Sortomme, M. M. Hindi, S. D. J. MacPherson, and S. S. Venkata · 2011
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Decentralized charging control of large populations of plug-in electric vehicles
Z. Ma, D. S. Callaway, and I. A. Hiskens · 2013
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Smart meter privacy: A theoretical framework
L. Sankar, S. R. Rajagopalan, S. Mohajer, and H. V. Poor · 2013
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Stochastic gradient descent for non-smooth optimization: Convergence results and optimal averaging schemes
O. Shamir and T. Zhang · 2013
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Privacy in stochastic control: A markov decision process perspective
P. Venkitasubramaniam · 2013
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Privately solving linear programs
J. Hsu, A. Roth, T. Roughgarden, and J. Ullman · 2014
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Local privacy and statistical minimax rates
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The algorithmic foundations of differential privacy
C. Dwork and A. Roth · 2013
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Optimal decentralized protocol for electric vehicle charging
L. Gan, U. Topcu, and S. H. Low · 2013
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Mechanism design in large games: Incentives and privacy
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