Natalie Klein - RankMe

14 papers A 1C 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Meta-learning to Address Data Shift in Time Series Classification. CoRR Samuel Myren, Nidhi Parikh, Natalie Klein
2025	A	`conf`	Local Stochastic Sensitivity Analysis For Dynamical Systems. AISTATS Nishant Panda, Jehanzeb H. Chaudhry, Natalie Klein, James Carzon, Troy D. Butler
2025	J	`jnl`	Regularization via f-Divergence: An Application to Multi-Oxide Spectroscopic Analysis. CoRR Weizhi Li, Natalie Klein, Brendan Gifford, Elizabeth C. Sklute, Carey Legett, Samuel Clegg
2025	J	`jnl`	The Sensitivity of Variational Bayesian Neural Network Performance to Hyperparameters. CoRR Scott Koermer, Natalie Klein
2024	—	`conf`	2D Spectral Representations and Autoencoders for Hyperspectral Imagery Classification and ExplanabilitY. SSIAI Zigfried Hampel-Arias, Adra Carr, Natalie Klein, Eric Flynn
2023	C	`conf`	Hyperspectral Target Identification Using Physics-Guided Neural Networks with Explainability and Feature Attribution. IGARSS Natalie Klein, Adra Carr, Zigfried Hampel-Arias, Allison Zastrow, Amanda Ziemann, Eric Flynn
2023	J	`jnl`	Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation. CoRR Nishant Panda, Natalie Klein, Dominic Yang, Patrick Gasda, Diane Oyen
2022	J	`jnl`	Denoising neural networks for magnetic resonance spectroscopy. CoRR Natalie Klein, Amber J. Day, Harris Mason, Michael W. Malone, Sinead A. Williamson
2022	J	`jnl`	Generative structured normalizing flow Gaussian processes applied to spectroscopic data. CoRR Natalie Klein, Nishant Panda, Patrick Gasda, Diane Oyen
2021	J	`jnl`	Cross-population coupling of neural activity based on Gaussian process current source densities. PLoS Comput. Biol. Natalie Klein, Joshua H. Siegle, Tobias Teichert, Robert E. Kass
2021	—	`conf`	In Situ Climate Modeling for Analyzing Extreme Weather Events. ISAV@SC Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, Nathan M. Urban
2021	J	`jnl`	Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra. CoRR Katiana Kontolati, Natalie Klein, Nishant Panda, Diane Oyen
2021	—	`conf`	Topological Segmentation and Tracking for Space Weather Modeling. IEEE BigData Divya Banesh, Natalie Klein, Steven Morley, Ayan Biswas, Vania Jordanova, Michael Henderson, Earl Lawrence
2021	—	`conf`	TributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations. DRBSD@SC Yu Wang, Natalie Klein, Steven Morley, Vania Jordanova, Michael Henderson, Ayan Biswas, Earl Lawrence