Sentence examples for exact inference from inspiring English sources

31- Feb 2 Exact Inference; Message Passing Chapters 9, 10 Homework 3 released.

Since exact inference takes exponential time in general, a variety of approximate methods are used.

Students implement exact inference using the forward algorithm and approximate inference via particle filters.

"Improving coverage and runtime complexity for exact inference in non-projective transition-based dependency parsers".

In this paper, we exploit parallelism in exact inference at multiple levels.

And our model is a tree structure, which can be trained jointly and favors exact inference.

We introduce an any-space algorithm for exact inference in Bayesian networks, called recursive conditioning.

[Finley/Joachims/08a] T. Finley and T. Joachims, Training Structural SVMs when Exact Inference is Intractable, Proceedings of the International Conference on Machine Learning (ICML), 2008.

Exact inference is a key problem in exploring probabilistic graphical models, where the computation complexity increases dramatically with the network structure and clique size.

We propose a rerooting method to minimize the critical path for exact inference, and an efficient scheduler to dynamically allocate SPEs.

We designed a method which breaks down the problem into a feasible number of subproblems for which exact inference can be applied.