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Natalie Klein
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 9
Top Topics
Gaussian Process
Neural Network
Magnetic Resonance Spectroscopy
Dimension Reduction
Top Venues
CoRR
IEEE BigData
ISAV@SC
DRBSD@SC
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Publications
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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)