Choosing panels of genomics assays using submodular optimization. [PDF]
Wei K +3 more
europepmc +1 more source
Ranking with submodular functions on a budget. [PDF]
Zhang G, Tatti N, Gionis A.
europepmc +1 more source
On the firefighter problem with spreading vaccination for maximizing the number of saved nodes: the IP model and LP rounding algorithms. [PDF]
Yang Y, Chen PA, Lee YC, Fanchiang YY.
europepmc +1 more source
Submodular Optimization with Contention Resolution Extensions
This paper considers optimizing a submodular function subject to a set of downward closed constraints. Previous literature on this problem has often constructed solutions by (1) discovering a fractional solution to the multi-linear extension and (2) rounding this solution to an integral solution via a contention resolution scheme. This line of research
Moseley, Benjamin, Sviridenko, Maxim
openaire +2 more sources
Semi-streaming algorithms for submodular matroid intersection. [PDF]
Garg P, Jordan L, Svensson O.
europepmc +1 more source
Optimal submodular extensions for marginal estimation
Submodular extensions of an energy function can be used to efficiently compute approximate marginals via variational inference. The accuracy of the marginals depends crucially on the quality of the submodular extension. To identify the best possible extension, we show an equivalence between the submodular extensions of the energy and the objective ...
Pansari, P, Russell, C, Mudigonda, P
openaire +1 more source
Link-based influence maximization in networks of health promotion professionals. [PDF]
Oostenbroek MHW +4 more
europepmc +1 more source
The Ground-Set-Cost Budgeted Maximum Coverage Problem. [PDF]
van Heuven van Staereling I +2 more
europepmc +1 more source
Prioritizing transcriptomic and epigenomic experiments using an optimization strategy that leverages imputed data. [PDF]
Schreiber J, Bilmes J, Noble WS.
europepmc +1 more source
Maximum independent set in multiplex social networks and its application to influence maximization. [PDF]
Daliri Khomami MM +2 more
europepmc +1 more source

