Kenric P. Nelson

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Probabilistic Inference

Conditional Probability Distributions

Convolutional Neural Networks

Top Venues

IEEE Trans. Inf. Theory

Publications

Kenric P. Nelson
Open Problems within Nonextensive Statistical Mechanics. Entropy 26 (2) (2024)
Shichen Cao, Jingjing Li, Kenric P. Nelson, Mark A. Kon
Coupled VAE: Improved Accuracy and Robustness of a Variational Autoencoder. Entropy 24 (3) (2022)
Kenric P. Nelson, William Thistleton
Comments on "Generalized Box-Müller Method for Generating q-Gaussian Random Deviates". IEEE Trans. Inf. Theory 67 (10) (2021)
Christopher A. George, Eduardo A. Barrera, Kenric P. Nelson
Applying the Decisiveness and Robustness Metrics to Convolutional Neural Networks. CoRR (2020)
Kenric P. Nelson
Independent Approximates enable closed-form estimation of heavy-tailed distributions. CoRR (2020)
Kevin R. Chen, Daniel Svoboda, Kenric P. Nelson
Use of Student's t-Distribution for the Latent Layer in a Coupled Variational Autoencoder. CoRR (2020)
Shichen Cao, Jingjing Li, Kenric P. Nelson, Mark A. Kon
Coupled VAE: Improved Accuracy and Robustness of a Variational Autoencoder. CoRR (2019)
Kenric P. Nelson
Inference assessment on a probability scale. CISS (2017)
Kenric P. Nelson
Assessing Probabilistic Inference by Comparing the Generalized Mean of the Model and Source Probabilities. Entropy 19 (6) (2017)
Kenric P. Nelson
Reduced Perplexity: Uncertainty measures without entropy. CoRR (2016)
Kenric P. Nelson, Madalina Barbu, Brian J. Scannell
Probabilistic graphs using coupled random variables. CoRR (2014)
Kenric P. Nelson, Brian J. Scannell, Herbert Landau
A Risk Profile for Information Fusion Algorithms. Entropy 13 (8) (2011)
Kenric P. Nelson, Brian J. Scannell, Herbert Landau
A risk profile for information fusion algorithms CoRR (2011)
Kenric P. Nelson, Sabir Umarov
The Relationship between Tsallis Statistics, the Fourier Transform, and Nonlinear Coupling CoRR (2008)
William Thistleton, John A. Marsh, Kenric P. Nelson, Constantino Tsallis
Generalized Box-Müller Method for Generating q-Gaussian Random Deviates. IEEE Trans. Inf. Theory 53 (12) (2007)
William Thistleton, John A. Marsh, Kenric P. Nelson, Constantino Tsallis
Generalized Box-Muller method for generating q-Gaussian random deviates CoRR (2006)