Bayesian optimisation of functions on graphs

The increasing availability of graph-structured data motivates the task of optimising over functions defined on the node set of graphs. Traditional graph search algorithms can be applied in this case, but they may be sample-inefficient and do not make use of information about the function values; on...

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Bibliographic Details
Main Authors: Wan, X, Osselin, P, Kenlay, H, Ru, B, Osborne, MA, Dong, X
Format: Conference item
Language:English
Published: Neural Information Processing Systems Foundation 2024