Kenric P. Nelson

According to our database, Kenric P. Nelson authored at least 12 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Coupled VAE: Improved Accuracy and Robustness of a Variational Autoencoder.

Shichen Cao, Jingjing Li, Kenric P. Nelson, Mark A. Kon

Entropy, 2022

2021

Comments on "Generalized Box-Müller Method for Generating q-Gaussian Random Deviates".

Kenric P. Nelson, William Thistleton

IEEE Trans. Inf. Theory, 2021

2020

Independent Approximates enable closed-form estimation of heavy-tailed distributions.

Kenric P. Nelson

CoRR, 2020

Use of Student's t-Distribution for the Latent Layer in a Coupled Variational Autoencoder.

Kevin R. Chen, Daniel Svoboda, Kenric P. Nelson

CoRR, 2020

Applying the Decisiveness and Robustness Metrics to Convolutional Neural Networks.

Christopher A. George, Eduardo A. Barrera, Kenric P. Nelson

CoRR, 2020

2017

Assessing Probabilistic Inference by Comparing the Generalized Mean of the Model and Source Probabilities.

Kenric P. Nelson

Entropy, 2017

Inference assessment on a probability scale.

Kenric P. Nelson

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

Reduced Perplexity: Uncertainty measures without entropy.

Kenric P. Nelson

CoRR, 2016

2014

Probabilistic graphs using coupled random variables.

Kenric P. Nelson, Madalina Barbu, Brian J. Scannell

CoRR, 2014

2011

A Risk Profile for Information Fusion Algorithms.

Kenric P. Nelson, Brian J. Scannell, Herbert Landau

Entropy, 2011

2008

The Relationship between Tsallis Statistics, the Fourier Transform, and Nonlinear Coupling

Kenric P. Nelson, Sabir Umarov

CoRR, 2008

2007

Generalized Box-Müller Method for Generating q-Gaussian Random Deviates.

William Thistleton, John A. Marsh, Kenric P. Nelson, Constantino Tsallis

IEEE Trans. Inf. Theory, 2007