Natalie Klein

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Gaussian Process

Weather Conditions

Top Venues

Publications

Zigfried Hampel-Arias, Adra Carr, Natalie Klein, Eric Flynn
2D Spectral Representations and Autoencoders for Hyperspectral Imagery Classification and ExplanabilitY. SSIAI (2024)
Nishant Panda, Natalie Klein, Dominic Yang, Patrick Gasda, Diane Oyen
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation. CoRR (2023)
Natalie Klein, Adra Carr, Zigfried Hampel-Arias, Allison Zastrow, Amanda Ziemann, Eric Flynn
Hyperspectral Target Identification Using Physics-Guided Neural Networks with Explainability and Feature Attribution. IGARSS (2023)
Natalie Klein, Amber J. Day, Harris Mason, Michael W. Malone, Sinead A. Williamson
Denoising neural networks for magnetic resonance spectroscopy. CoRR (2022)
Natalie Klein, Nishant Panda, Patrick Gasda, Diane Oyen
Generative structured normalizing flow Gaussian processes applied to spectroscopic data. CoRR (2022)
Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, Nathan Urban
In Situ Climate Modeling for Analyzing Extreme Weather Events. ISAV@SC (2021)
Natalie Klein, Joshua H. Siegle, Tobias Teichert, Robert E. Kass
Cross-population coupling of neural activity based on Gaussian process current source densities. PLoS Comput. Biol. 17 (11) (2021)
Yu Wang, Natalie Klein, Steven Morley, Vania Jordanova, Michael Henderson, Ayan Biswas, Earl Lawrence
TributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations. DRBSD@SC (2021)
Katiana Kontolati, Natalie Klein, Nishant Panda, Diane Oyen
Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra. CoRR (2021)
Divya Banesh, Natalie Klein, Steven Morley, Ayan Biswas, Vania Jordanova, Michael Henderson, Earl Lawrence
Topological Segmentation and Tracking for Space Weather Modeling. IEEE BigData (2021)