activity
20172024
most citedWasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning

93 citations · 176 across the 11 of their papers we have counts for

collaborators

11 papers

astro-ph.IM2024

Bright Star Subtraction Pipeline for LSST: Phase one report

Amir E. Bazkiaei, Lee S. Kelvin, Sarah Brough +3

We present the phase one report of the Bright Star Subtraction (BSS) pipeline for the Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST). This pipeline is designed…

astro-ph.IM2022★ 11 cited

ShapePipe: A modular weak-lensing processing and analysis pipeline

S. Farrens, A. Guinot, M. Kilbinger +8

We present the first public release of ShapePipe, an open-source and modular weak-lensing measurement, analysis, and validation pipeline written in Python. We describe the design o…

astro-ph.IM2022

A graph-based spectral classification of Type II supernovae

Rafael S. de Souza, Stephen Thorp, Lluís Galbany +5

Given the ever-increasing number of time-domain astronomical surveys, employing robust, interpretative, and automated data-driven classification schemes is pivotal. Based on graph…

astro-ph.CO2022★ 14 cited

Impact of Point Spread Function Higher Moments Error on Weak Gravitational Lensing II: A Comprehensive Study

Tianqing Zhang, Husni Almoubayyed, Rachel Mandelbaum +6

Weak gravitational lensing, or weak lensing, is one of the most powerful probes for dark matter and dark energy science, although it faces increasing challenges in controlling syst…

astro-ph.CO2022★ 27 cited

ShapePipe: a new shape measurement pipeline and weak-lensing application to UNIONS/CFIS data

Axel Guinot, Martin Kilbinger, Samuel Farrens +16

UNIONS is an ongoing collaboration that will provide the largest deep photometric survey of the Northern sky in four optical bands to date. As part of this collaboration, CFIS is t…

astro-ph.IM2021

Impact of Point Spread Function Higher Moments Error on Weak Gravitational Lensing

Tianqing Zhang, Rachel Mandelbaum, The LSST Dark Energy Science Collaboration

Weak gravitational lensing is one of the most powerful tools for cosmology, while subject to challenges in quantifying subtle systematic biases. The Point Spread Function (PSF) can…