Understanding
Interactions Between Model
Complexity and Inference Needs
Model
Construction
Probabilistic
Inference
Time
Cost
p(tinf|tmc)
tmc
Bigger, more complex
models may yield decisions with higher expected utility, yet are more
difficult to solve.
Eric Horvitz, April 5, 2003
Breese & Horvitz, 90