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07/19/2022
TD-CARMA: Painless, accurate, and scalable estimates of gravitational-lens time delays with flexible CARMA processes
Cosmological parameters encoding our current understanding of the expans...
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06/21/2021
Stratified Learning: a general-purpose statistical method for improved learning under Covariate Shift
Covariate shift arises when the labelled training (source) data is not r...
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05/18/2021
eBASCS: Disentangling Overlapping Astronomical Sources II, using Spatial, Spectral, and Temporal Information
The analysis of individual X-ray sources that appear in a crowded field ...
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04/23/2021
Identification of high-energy astrophysical point sources via hierarchical Bayesian nonparametric clustering
The light we receive from distant astrophysical objects carries informat...
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08/14/2020
Bayesian model selection in additive partial linear models via locally adaptive splines
We consider a model selection problem for additive partial linear models...
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03/10/2018
Testing One Hypothesis Multiple Times: The Multidimensional Case
The identification of new rare signals in data, the detection of a sudde...
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11/26/2017