1 code implementation • 2 Jun 2020 • Jeffrey N. Law, Kyle Akers, Nure Tasnina, Catherine M. Della Santina, Shay Deutsch, Meghana Kshirsagar, Judith Klein-Seetharaman, Mark Crovella, Padmavathy Rajagopalan, Simon Kasif, T. M. Murali
Despite the popularity of this approach, little attention has been paid to the question of provenance tracing in this context, e. g., determining how much any experimental observation in the input contributes to the score of every prediction.
no code implementations • 7 Aug 2014 • Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
In this paper we propose a dynamic data structure that supports efficient algorithms for updating and querying singly connected Bayesian networks (causal trees and polytrees).
