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cs.LG2020
Embedding Directed Graphs in Potential Fields Using FastMap-D
Sriram Gopalakrishnan, Liron Cohen, Sven Koenig +1
Embedding undirected graphs in a Euclidean space has many computational benefits. FastMap is an efficient embedding algorithm that facilitates a geometric interpretation of problem…
cs.LG2015
Learning and Optimization with Submodular Functions
Bharath Sankaran, Marjan Ghazvininejad, Xinran He +2
In many naturally occurring optimization problems one needs to ensure that the definition of the optimization problem lends itself to solutions that are tractable to compute. In ca…