Relaxed Scheduling for Scalable Belief Propagation

Aksenov Vitaly
Aksenov Vitaly
Korhonen Janne H.
Korhonen Janne H.
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Abstract:

The ability to leverage large-scale hardware parallelism has been one of the key enablers of the accelerated recent progress in machine learning. Consequently, there has been considerable effort invested into developing efficient parallel variants of classic machine learning algorithms. However, despite the wealth of knowledge on parall...More

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