Kevin R. Moon

CoRR, 2024

Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension.

[BibT_eX]

[DOI]

CoRR, 2024

Symmetry Discovery Beyond Affine Transformations.

[BibT_eX]

[DOI]

Ben Shaw

Abram Magner

Andres Felipe Duque Correa

CoRR, 2024

Noisy Data Visualization using Functional Data Analysis.

[BibT_eX]

[DOI]

Haozhe Chen

Guy Wolf

CoRR, 2024

Exploring higher-order neural network node interactions with total correlation.

[BibT_eX]

[DOI]

Thomas J. Kerby

Teresa White

CoRR, 2024

Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images.

[BibT_eX]

[DOI]

Scout Jarman

Zigfried Hampel-Arias

Adra Carr

Proceedings of the IGARSS 2024, 2024

Nonparametric Estimation of Non-Smooth Divergences.

[BibT_eX]

[DOI]

M. Mahbub Hossain

Alan Wisler

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Geometry- and Accuracy-Preserving Random Forest Proximities.

[BibT_eX]

[DOI]

Jake S. Rhodes

Adele Cutler

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Geometry Regularized Autoencoders.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Diffusion Transport Alignment.

[BibT_eX]

[DOI]

Andrés F. Duque

Guy Wolf

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

2022

Manifold Alignment with Label Information.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Ensemble Estimation of Generalized Mutual Information With Applications to Genomics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Random Forest-Based Diffusion Information Geometry for Supervised Visualization and Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Gps-Denied Navigation Using Sar Images And Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Supervised Visualization for Data Exploration.

[BibT_eX]

[DOI]

CoRR, 2020

Extendable and invertible manifold learning with geometry regularized autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Convergence Rates for Empirical Estimation of Binary Classification Bounds.

[BibT_eX]

[DOI]

Entropy, 2019

Compressed Diffusion.

[BibT_eX]

[DOI]

CoRR, 2019

Visualizing High Dimensional Dynamical Processes.

[BibT_eX]

[DOI]

Andrés F. Duque

Guy Wolf

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Coarse Graining of Data via Inhomogeneous Diffusion Condensation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Ensemble Estimation of Information Divergence <sup>†</sup>.

[BibT_eX]

[DOI]

Kristjan H. Greenewald

Entropy, 2018

2017

Ensemble Estimation of Distributional Functionals via $k$-Nearest Neighbors.

[BibT_eX]

[DOI]

CoRR, 2017

Direct estimation of information divergence using nearest neighbor ratios.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Ensemble estimation of mutual information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Information theoretic structure learning with confidence.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Improving convergence of divergence functional ensemble estimators.

[BibT_eX]

[DOI]

Kristjan H. Greenewald

Proceedings of the IEEE International Symposium on Information Theory, 2016

The intrinsic value of HFO features as a biomarker of epileptic activity.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Image patch analysis of sunspots and active regions. I. Intrinsic dimension and correlation analysis.

[BibT_eX]

[DOI]

CoRR, 2015

Image patch analysis of sunspots and active regions. II. Clustering via dictionary learning.

[BibT_eX]

[DOI]

CoRR, 2015

Meta learning of bounds on the Bayes classifier error.

[BibT_eX]

[DOI]

Véronique Delouille

Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

2014

Multivariate f-divergence Estimation With Confidence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Ensemble estimation of multivariate f-divergence.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Image patch analysis and clustering of sunspots: A dimensionality reduction approach.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Considerations for Ku-Band Scatterometer Calibration Using the Dry-Snow Zone of the Greenland Ice Sheet.

[BibT_eX]

[DOI]