Search Results for author: Daniel Saromo

Found 2 papers, 1 papers with code

A Deeper Look into Aleatoric and Epistemic Uncertainty Disentanglement

no code implementations20 Apr 2022 Matias Valdenegro-Toro, Daniel Saromo

Uncertainty quantification is required for many applications, and disentangled aleatoric and epistemic uncertainties are best.

Disentanglement Uncertainty Quantification

Auto-Rotating Perceptrons

1 code implementation6 Oct 2019 Daniel Saromo, Elizabeth Villota, Edwin Villanueva

This paper proposes an improved design of the perceptron unit to mitigate the vanishing gradient problem.

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