Search Results for author: Laura I. Galindez Olascoaga

Found 2 papers, 2 papers with code

ProbLP: A framework for low-precision probabilistic inference

1 code implementation27 Feb 2021 Nimish Shah, Laura I. Galindez Olascoaga, Wannes Meert, Marian Verhelst

Bayesian reasoning is a powerful mechanism for probabilistic inference in smart edge-devices.

Towards Hardware-Aware Tractable Learning of Probabilistic Models

1 code implementation NeurIPS 2019 Laura I. Galindez Olascoaga, Wannes Meert, Nimish Shah, Marian Verhelst, Guy Van Den Broeck

We showcase our framework on a mobile activity recognition scenario, and on a variety of benchmark datasets representative of the field of tractable learning and of the applications of interest.

Activity Recognition Edge-computing +1

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