Zobrazeno 1 - 10
of 14 191
pro vyhledávání: '"Faller A"'
We propose a new approach to falsify causal discovery algorithms without ground truth, which is based on testing the causal model on a pair of variables that has been dropped when learning the causal model. To this end, we use the "Leave-One-Variable
Externí odkaz:
http://arxiv.org/abs/2411.05625
Autor:
Montagna, Francesco, Faller, Philipp M., Bloebaum, Patrick, Kirschbaum, Elke, Locatello, Francesco
Causal discovery from observational data holds great promise, but existing methods rely on strong assumptions about the underlying causal structure, often requiring full observability of all relevant variables. We tackle these challenges by leveragin
Externí odkaz:
http://arxiv.org/abs/2407.18755
This study presents a long-range descriptor for machine learning force fields (MLFFs) that maintains translational and rotational symmetry, similar to short-range descriptors while being able to incorporate long-range electrostatic interactions. The
Externí odkaz:
http://arxiv.org/abs/2406.17595
Autor:
Yuqi Huang, Umit Celik, Ziqian Xu, Daniel Speer, Dario Ossola, Roland Faller, Atul N. Parikh, Gang-Yu Liu
Publikováno v:
Chemistry, Vol 6, Iss 5, Pp 1287-1300 (2024)
The constructs of lipid molecules follow self-assembly, driven by intermolecular interactions, forming stacking of lipid bilayer films. Achieving designed geometry at nano- to micro-levels with packing deviating from the near-equilibrium structure is
Externí odkaz:
https://doaj.org/article/9fa66f80fbbf471b936676d2fe11f10e
Autor:
Faller, Philipp M., Vankadara, Leena Chennuru, Mastakouri, Atalanti A., Locatello, Francesco, Janzing, Dominik
As causal ground truth is incredibly rare, causal discovery algorithms are commonly only evaluated on simulated data. This is concerning, given that simulations reflect preconceptions about generating processes regarding noise distributions, model cl
Externí odkaz:
http://arxiv.org/abs/2307.09552
Autor:
Lokhtina, Irina A., Faller, Pierre
Publikováno v:
Journal of Workplace Learning, 2024, Vol. 36, Issue 6, pp. 428-442.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JWL-11-2023-0181
If $X,Y,Z$ denote sets of random variables, two different data sources may contain samples from $P_{X,Y}$ and $P_{Y,Z}$, respectively. We argue that causal discovery can help inferring properties of the `unobserved joint distributions' $P_{X,Y,Z}$ or
Externí odkaz:
http://arxiv.org/abs/2305.06894
Autor:
Elisabetta Petracci, Luigi Pasini, Milena Urbini, Enriqueta Felip, Franco Stella, Fabio Davoli, Maurizio Salvi, Michele Beau-Faller, Michela Tebaldi, Irene Azzali, Matteo Canale, Piergiorgio Solli, Giulia Lai, Ramon Amat, Caterina Carbonell, Pierre-Emmanuel Falcoz, Alex Martinez-Marti, Erwan Pencreach, Angelo Delmonte, Lucio Crinò, Paola Ulivi
Publikováno v:
Journal of Experimental & Clinical Cancer Research, Vol 43, Iss 1, Pp 1-14 (2024)
Abstract Background Factors to accurately stratify patients with early-stage non-small cell lung cancer (NSCLC) in different prognostic groups are still needed. This study aims to investigate 1) the prognostic potential of circulating cell-free (CF)
Externí odkaz:
https://doaj.org/article/a21e55c42e3a48e29c60494710709dba
Autor:
Olaf Dietrich, Sergio Lentini, Osman Öcal, Pierre Bour, Thibaut L. Faller, Valéry Ozenne, Jens Ricke, Max Seidensticker
Publikováno v:
European Radiology Experimental, Vol 8, Iss 1, Pp 1-14 (2024)
Abstract Background Interventional magnetic resonance imaging (MRI) can provide a comprehensive setting for microwave ablation of tumors with real-time monitoring of the energy delivery using MRI-based temperature mapping. The purpose of this study w
Externí odkaz:
https://doaj.org/article/f5234a1c2e454345ae558931119ea708
Autor:
Osman Öcal, Olaf Dietrich, Sergio Lentini, Pierre Bour, Thibaut Faller, Valery Ozenne, Florian Maier, Matthias Philipp Fabritius, Daniel Puhr-Westerheide, Vanessa F. Schmidt, Elif Öcal, Ricarda Seidensticker, Moritz Wildgruber, Jens Ricke, Max Seidensticker
Publikováno v:
JHEP Reports, Vol 6, Iss 11, Pp 101199- (2024)
Background & Aims: MRI guidance offers better lesion targeting for microwave ablation of liver lesions with higher soft-tissue contrast, as well as the possibility of real-time thermometry. This study aims to evaluate the correlation of real-time MR
Externí odkaz:
https://doaj.org/article/82929c0554ea446396ab558143b7581a