2013
Spectral sparsification of graphs
Batson J, Spielman D, Srivastava N, Teng S. Spectral sparsification of graphs. Communications Of The ACM 2013, 56: 87-94. DOI: 10.1145/2492007.2492029.Peer-Reviewed Original ResearchSpectral sparsificationApproximate maximum flowLinear systemsSpectral approximationLinear time algorithmCombinatorial optimizationGraph sparsificationLinear equationsDominant matricesArbitrary graphsSparse graphsFast solutionUndirected networksFast algorithmDevelopment of algorithmsSparsificationMinimum cutMaximum flowGraphApproximationAlgorithmEquationsOptimizationImportant toolSolution
2008
Graph sparsification by effective resistances
Spielman D, Srivastava N. Graph sparsification by effective resistances. 2008, 563-568. DOI: 10.1145/1374376.1374456.Peer-Reviewed Original Research
2004
Nearly-linear time algorithms for graph partitioning, graph sparsification, and solving linear systems
Spielman D, Teng S. Nearly-linear time algorithms for graph partitioning, graph sparsification, and solving linear systems. 2004, 81-90. DOI: 10.1145/1007352.1007372.Peer-Reviewed Original Research