Natalie Klein

Orcid: 0000-0002-7532-4013

According to our database1, Natalie Klein authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
2D Spectral Representations and Autoencoders for Hyperspectral Imagery Classification and ExplanabilitY.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2024

2023
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation.
CoRR, 2023

Hyperspectral Target Identification Using Physics-Guided Neural Networks with Explainability and Feature Attribution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Generative structured normalizing flow Gaussian processes applied to spectroscopic data.
CoRR, 2022

Denoising neural networks for magnetic resonance spectroscopy.
CoRR, 2022

2021
Cross-population coupling of neural activity based on Gaussian process current source densities.
PLoS Comput. Biol., 2021

Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra.
CoRR, 2021

TributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations.
Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

In Situ Climate Modeling for Analyzing Extreme Weather Events.
Proceedings of the ISAV@SC 21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2021

Topological Segmentation and Tracking for Space Weather Modeling.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021


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