no code implementations • 8 May 2023 • Julia Walchessen, Amanda Lenzi, Mikael Kuusela
We conclude that our method provides fast and accurate parameter estimation with a reliable method of uncertainty quantification in situations where standard methods are either undesirably slow or inaccurate.
1 code implementation • 31 May 2022 • Luca Masserano, Tommaso Dorigo, Rafael Izbicki, Mikael Kuusela, Ann B. Lee
We also illustrate how our approach can correct overly confident posterior regions computed with normalizing flows.
no code implementations • 15 Feb 2021 • Purvasha Chakravarti, Mikael Kuusela, Jing Lei, Larry Wasserman
Here we instead investigate a model-independent method that does not make any assumptions about the signal and uses a semi-supervised classifier to detect the presence of the signal in the experimental data.
Applications High Energy Physics - Phenomenology Data Analysis, Statistics and Probability
1 code implementation • 1 Nov 2017 • Mikael Kuusela, Michael L. Stein
Argo floats measure sea water temperature and salinity in the upper 2, 000 m of the global ocean.
Applications Atmospheric and Oceanic Physics Methodology