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11/17/2022
Neural Inference of Gaussian Processes for Time Series Data of Quasars
The study of quasar light curves poses two problems: inference of the po...
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11/01/2022
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
In the era of big astronomical surveys, our ability to leverage artifici...
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07/07/2022
Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks
Measuring the structural parameters (size, total brightness, light conce...
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03/15/2022
Machine Learning and Cosmology
Methods based on machine learning have recently made substantial inroads...
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12/28/2021
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
Data processing and analysis pipelines in cosmological survey experiment...
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11/24/2020
