Zobrazeno 1 - 10
of 3 548
pro vyhledávání: '"Darwiche A"'
Autor:
Chen, Yizuo, Darwiche, Adnan
We study the identification of causal effects in the presence of different types of constraints (e.g., logical constraints) in addition to the causal graph. These constraints impose restrictions on the models (parameterizations) induced by the causal
Externí odkaz:
http://arxiv.org/abs/2412.02869
Autor:
Huang, Haiying, Darwiche, Adnan
The unit selection problem aims to find objects, called units, that optimize a causal objective function which describes the objects' behavior in a causal context (e.g., selecting customers who are about to churn but would most likely change their mi
Externí odkaz:
http://arxiv.org/abs/2404.06681
Autor:
Chen, Yizuo, Darwiche, Adnan
We study the identification of causal effects, motivated by two improvements to identifiability which can be attained if one knows that some variables in a causal graph are functionally determined by their parents (without needing to know the specifi
Externí odkaz:
http://arxiv.org/abs/2403.04919
We discuss the problem of bounding partially identifiable queries, such as counterfactuals, in Pearlian structural causal models. A recently proposed iterated EM scheme yields an inner approximation of those bounds by sampling the initialisation para
Externí odkaz:
http://arxiv.org/abs/2310.03352
Fully automatic quantification of pulmonary fat attenuation volume by CT: an exploratory pilot study
Autor:
Luca Salhöfer, Mathias Holtkamp, Francesco Bonella, Lale Umutlu, Johannes Wienker, Dirk Westhölter, Matthias Welsner, Christian Taube, Kaid Darwiche, Judith Kohnke, Jannis Straus, Nikolas Beck, Marko Frings, Sebastian Zensen, Rene Hosch, Giulia Baldini, Felix Nensa, Marcel Opitz, Johannes Haubold
Publikováno v:
European Radiology Experimental, Vol 8, Iss 1, Pp 1-9 (2024)
Abstract Background Non-malignant chronic diseases remain a major public health concern. Given the alterations in lipid metabolism and deposition in the lung and its association with fibrotic interstitial lung disease (fILD) and chronic obstructive p
Externí odkaz:
https://doaj.org/article/e34d3e65c863431fb85afd6cb29239db
Autor:
Lauryn J. Boggs, Ishan Patel, Melina Holyszko, Bryan E. Little, Hussein F. Darwiche, Rahul Vaidya
Publikováno v:
Arthroplasty, Vol 6, Iss 1, Pp 1-11 (2024)
Abstract Background Total joint arthroplasty (TJA) is an effective treatment for end-stage osteoarthritis, but postoperative pain has been poorly managed. The purpose of this study was to (1) assess how much narcotic medication was prescribed after T
Externí odkaz:
https://doaj.org/article/8ff4c377230c44749f1edb20f04647cb
Autor:
Darwiche, Adnan
A central quest in explainable AI relates to understanding the decisions made by (learned) classifiers. There are three dimensions of this understanding that have been receiving significant attention in recent years. The first dimension relates to ch
Externí odkaz:
http://arxiv.org/abs/2305.05172
Autor:
Ji, Chunxi, Darwiche, Adnan
Two types of explanations have been receiving increased attention in the literature when analyzing the decisions made by classifiers. The first type explains why a decision was made and is known as a sufficient reason for the decision, also an abduct
Externí odkaz:
http://arxiv.org/abs/2304.14760
Autor:
Huang, Haiying, Darwiche, Adnan
The unit selection problem aims to identify objects, called units, that are most likely to exhibit a desired mode of behavior when subjected to stimuli (e.g., customers who are about to churn but would change their mind if encouraged). Unit selection
Externí odkaz:
http://arxiv.org/abs/2302.14412
Publikováno v:
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Vol 12, Iss 1 (2024)
The goal of this study was to develop an image analysis algorithm for quantifying the effects of remodelling on cortical bone during early fracture healing. An adaptive thresholding technique with boundary curvature and tortuosity control was develop
Externí odkaz:
https://doaj.org/article/6b619e3dbaa046fe80a1b47b1ef8813d