Výsledky vyhledávání - "SIPOS, MAKSIM"

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Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure

Autor: Raimondi, Francesca E. D., O'Keeffe, Tadhg, Chockler, Hana, Lawrence, Andrew R., Stemberga, Tamara, Franca, Andre, Sipos, Maksim, Butler, Javed, Ben-Haim, Shlomo

Publikováno v: NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022)

We describe the results of applying causal discovery methods on the data from a multi-site clinical trial, on the Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist (TOPCAT). The trial was inconclusive, with no clear

Externí odkaz: http://arxiv.org/abs/2211.12983

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Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data

Autor: Lawrence, Andrew R., Kaiser, Marcus, Sampaio, Rui, Sipos, Maksim

Publikováno v: Causal Discovery & Causality-Inspired Machine Learning Workshop at Neural Information Processing Systems, 2020

Going beyond correlations, the understanding and identification of causal relationships in observational time series, an important subfield of Causal Discovery, poses a major challenge. The lack of access to a well-defined ground truth for real-world

Externí odkaz: http://arxiv.org/abs/2104.08043

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Unsuitability of NOTEARS for Causal Graph Discovery

Autor: Kaiser, Marcus, Sipos, Maksim

Causal Discovery methods aim to identify a DAG structure that represents causal relationships from observational data. In this article, we stress that it is important to test such methods for robustness in practical settings. As our main example, we

Externí odkaz: http://arxiv.org/abs/2104.05441

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Dissertation/ Thesis

Dynamical plane structures in the parameter plane of cosine-root family

Autor: Sipos, Maksim.

Honors thesis (B.A.)-Ithaca College Dept. of Mathematics, 2007.
"May 2007." Includes bibliographical references (leaf 24). Also available in print form in the Ithaca College Archives.

Externí odkaz: http://www.ithaca.edu/hs/depts/math/docs/theses/siposthesis.pdf

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Directed percolation describes lifetime and growth of turbulent puffs and slugs

Autor: Sipos, Maksim, Goldenfeld, Nigel

Publikováno v: Phys. Rev. E 84, 035304(R) (2011)

We show that Directed Percolation (DP) simulations in a pipe geometry in 3+1 dimensions fully capture the observed complex phenomenology of the transition to turbulence. At low Reynolds numbers (Re), turbulent puffs form and spontaneously relaminariz

Externí odkaz: http://arxiv.org/abs/1101.5835

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