Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 | Paper Citation Record

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This paper cites From the template- based pipelines, we use the reportedFAR, SNR, and χ2 (a matched-filter signal-consistency test [11, 25]).

Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 From the template- based pipelines, we use the reportedFAR, SNR, and χ2 (a matched-filter signal-consistency test [11, 25])

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Here, we explore addi- tional classifiers and compare the performance of LR, MLP, K-nearest neighbours (KNN), and XGBoost, a tree-based method

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Thus,CP requires no assumptions about the model or data dis- tributions

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 This allows us to move beyond black-box predictions and understand the physical reasoning behind each classification

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Machine-learningpipelineforreal-time detection of gravitational waves from compact binary coalescences.Phys

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Nitz, Sumit Kumar, Yi-Fan Wang, et al

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 New binary black hole mergers in the LIGO-Virgo O3b data.Phys

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Abbott et al

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Unresolved cited work

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Coughlin, Man Leong Chan, and Leo Singer

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 The best of all worlds: gravitational-wave transient detection with multiple pipelines

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Enhancing Gravitational-Wave Detection: A Machine Learning Pipeline Combination Approach with Robust Uncertainty Quantification.Phys

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Springer, 2005

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Calibrating gravitational-wave search algorithms with conformal prediction.Phys

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Redshift Prediction with Images for Cosmology Using a Bayesian Convolutional Neural Network with Conformal Predictions.Astrophys

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Improving Generalization and Uncertainty Quantification of Photometric Redshift Models.Astron

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Uncertainty Estimation in Classification of Massive Stars Spectra using Conformal Predictions

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Uncertainty quan- tification of the virial black hole mass with conformal prediction.Mon

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Williams, and Sujit Ghosh

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Araz and Michael Spannowsky

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Classification uncertainty for transient gravitational- wave noise artifacts with optimized conformal pre- diction.Phys

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Abbott et al

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 A tutorial on conformal prediction

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Gwtc-2.1: Deep extended catalog of compact binary coalescences observed by ligo and virgo during the first half of the third observing run - candidate data release, July 2021

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Gwtc-3: Compact binary coa- lescences observed by ligo and virgo during the second part of the third observing run — candidate data re- lease, November 2021

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Gwtc-4.1: Candidate data release, May 2026

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Observation 9f70b151-2581-4249-9a76-d95b8098ab81 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Rectified linear units improve restricted boltzmann machines

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Observation dc35b940-b2ce-4aa0-9d12-9a258e828c7d · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Deep Learning using Rectified Lin- ear Units (ReLU)

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Observation 631d4d98-c9b5-47fc-ab70-fca5497ed0fb · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Kingma and Jimmy Ba

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Observation 5df76dcf-bb37-49f1-83ca-d85d2223e0cf · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Nearest neighbor pattern classification.IEEE transactions on information theory, 13(1):21–27, 1967

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Observation a198dbda-28a8-4e93-aad7-78de44179a33 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Class-Conditional Conformal Prediction with Many Classes

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Observation d4e54e6a-c493-4ee2-aabd-d5c9910d6db8 · outbound

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Observation 70d30e7d-5115-4ec6-811f-800b241a6c56 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Abbott et al

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Observation 7fcd982e-6744-4023-b328-f7f800108c5f · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 GW190426_152155: a merger of neutron star-black hole or low mass binary black holes? 12 2020

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Observation c9fdd163-aa9a-4fc7-aad3-d62f352b3f9b · outbound

This paper cites Schäfer and Alexander H.

Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Schäfer and Alexander H

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Observation ac233b3b-caa4-45aa-9655-ca313fad05d6 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 The relationship be- tween precision-recall and roc curves

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Observation 7476404f-8196-412d-9a98-c82966c89064 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 The precision-recall plot is more informative than the roc plot when evaluat- ing binary classifiers on imbalanced datasets.PloS one, 10(3):e0118432, 2015

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Observation 561d3070-70a9-476f-81cf-b29cffd3a9e1 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 The in- consistency of “optimal” cutpoints obtained using two criteria based on the receiver operating characteristic curve.American journal of epidemiology, 163(7):670–675, 2006

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Observation 64c03fd1-d461-42c0-bcab-86b61b0d408f · outbound

This paper cites From local explanations to global understanding with explainable ai for trees.Nature machine intelligence, 2 (1):56–67, 2020.

Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 From local explanations to global understanding with explainable ai for trees.Nature machine intelligence, 2 (1):56–67, 2020

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Resolution: unresolved; no resolver link, observed 2026-08-02T08:09:15.938994Z

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Observation 75c79638-a9f1-4e30-ba1d-32aae5606acd · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 analysing the event under the assumption that it is an astrophysical signal, its properties are highly consistent with that of a binary neutron star merger

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Resolution: unresolved; no resolver link, observed 2026-08-02T08:09:16.520170Z

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Observation b805f97c-1c8a-483d-83c1-627a85c2c6f5 · outbound

This paper cites an unresolved cited work.

Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 Unresolved cited work

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Observation a8222b1a-98c4-4f63-a2db-1e7b522e1646 · outbound

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Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 If the main goal is catalogue purity, one approach to selecting a confidence threshold would be to choose the point at which precision reaches unity, ensuring no false positives

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Observation 6d259922-fee8-4c18-ae14-d13a36ce056d · outbound

This paper cites URL https: //link.aps.org/doi/10.1103/PhysRevX.13.041039.

Combining gravitational wave search pipelines to find subthreshold signals in GWTC-5.0 URL https: //link.aps.org/doi/10.1103/PhysRevX.13.041039

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