157 citations · 353 across the 35 of their papers we have counts for
4 papers · 2 filters
Evaluating influence diagrams with decision circuits
Debarun Bhattacharjya, Ross D. Shachter
Although a number of related algorithms have been developed to evaluate influence diagrams, exploiting the conditional independence in the diagram, the exact solution has remained…
Sensitivity analysis in decision circuits
Debarun Bhattacharjya, Ross D. Shachter
Decision circuits have been developed to perform efficient evaluation of influence diagrams [Bhattacharjya and Shachter, 2007], building on the advances in arithmetic circuits for…
Dynamic programming in in uence diagrams with decision circuits
Ross D. Shachter, Debarun Bhattacharjya
Decision circuits perform efficient evaluation of influence diagrams, building on the ad- vances in arithmetic circuits for belief net- work inference [Darwiche, 2003; Bhattachar-…
Three new sensitivity analysis methods for influence diagrams
Debarun Bhattacharjya, Ross D. Shachter
Performing sensitivity analysis for influence diagrams using the decision circuit framework is particularly convenient, since the partial derivatives with respect to every paramete…