Publications by authors named "Kyle Cranmer"

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Deep Search for Decaying Dark Matter with XMM-Newton Blank-Sky Observations.
Joshua W Foster, Marius Kongsore, Christopher Dessert, Yujin Park, Nicholas L Rodd, Kyle Cranmer

Phys Rev Lett· July 2021

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The frontier of simulation-based inference.
Kyle Cranmer, Johann Brehmer, Gilles Louppe

Proc Natl Acad Sci U S A· December 2020

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Equivariant Flow-Based Sampling for Lattice Gauge Theory.
Gurtej Kanwar, Michael S Albergo, Denis Boyda, Kyle Cranmer, Daniel C Hackett

Phys Rev Lett· September 2020

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Mining gold from implicit models to improve likelihood-free inference.
Johann Brehmer, Gilles Louppe, Juan Pavez, Kyle Cranmer

Proc Natl Acad Sci U S A· March 2020

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Constraining Effective Field Theories with Machine Learning.
Johann Brehmer, Kyle Cranmer, Gilles Louppe, Juan Pavez

Phys Rev Lett· September 2018

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Ten simple rules for the care and feeding of scientific data.
Alyssa Goodman, Alberto Pepe, Alexander W Blocker, Christine L Borgman, Kyle Cranmer

PLoS Comput Biol· April 2014

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