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Transport away your problems: Calibrating stochastic simulations with optimal transport
Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment (NIM A), 2021
19 July 2021
Chris Pollard
Philipp Windischhofer
OT
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Papers citing
"Transport away your problems: Calibrating stochastic simulations with optimal transport"
4 / 4 papers shown
One flow to correct them all: improving simulations in high-energy physics with a single normalising flow and a switch
Caio C. Daumann
M. Donega
Johannes Erdmann
M. Galli
Jan Lukas Späh
D. Valsecchi
AI4CE
146
1
0
27 Mar 2024
Decorrelation using Optimal Transport
M. Algren
C. Pollard
J. A. Raine
OT
208
3
0
11 Jul 2023
Flow Away your Differences: Conditional Normalizing Flows as an Improvement to Reweighting
M. Algren
J. A. Raine
M. Guth
C. Pollard
C. Pollard
126
11
0
28 Apr 2023
Bias and Priors in Machine Learning Calibrations for High Energy Physics
Rikab Gambhir
Benjamin Nachman
Jesse Thaler
AI4CE
273
10
0
10 May 2022
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