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Transport away your problems: Calibrating stochastic simulations with
  optimal transport
v1v2 (latest)

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
ArXiv (abs)PDFHTML

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
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
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
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
Bias and Priors in Machine Learning Calibrations for High Energy Physics
Rikab Gambhir
Benjamin Nachman
Jesse Thaler
AI4CE
273
10
0
10 May 2022
1
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