Ingenuity
发表于 2025-3-27 00:30:25
Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer At an experimental level, it studies the correlation of the complexity measure with the accuracy of the conducted label inference, as well as with the classification task difficulty, as captured by the class overlapping degree.
一再烦扰
发表于 2025-3-27 03:05:01
W. Mestwerdt,O. Müller,H. Brandaurning distorts the case-retrieval process. We find that bias is addressed with a minimum impact on case-based predictions - little more than the predictions that need to be changed are changed. However, the effect on explanation is more significant as the case-retrieval . is impacted.
钢盔
发表于 2025-3-27 06:18:30
http://reply.papertrans.cn/23/2224/222324/222324_33.png
鞭打
发表于 2025-3-27 11:57:55
http://reply.papertrans.cn/23/2224/222324/222324_34.png
Anticoagulants
发表于 2025-3-27 14:42:57
Francis I. Onuska,Francis W. KarasekThe highly accurate effort estimates resulting from a couple of experiments on real data show that estimation by analogy presents with the aid of an automated environment an eminently practical technique. As a consequence, this approach impacts estimation accuracy and thus success of industrial software development projects.
DEVIL
发表于 2025-3-27 20:35:46
A Deep Learning Approach to Solving Morphological Analogiesemonstrate that ANNr outperforms the state of the art on 11 languages. We analyze ANNr results for Navajo and Georgian, languages on which the model performs worst and best, to explore potential correlations between the mistakes of ANNr and linguistic properties.
recede
发表于 2025-3-28 01:33:44
http://reply.papertrans.cn/23/2224/222324/222324_37.png
杠杆支点
发表于 2025-3-28 03:14:10
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanatito multi-class settings, or are limited in their ability to generate alternative counterfactuals. This paper extends recent case-based approaches by presenting a novel, general-purpose, case-based solution for counterfactual generation to address these shortcomings. We report a series of experiments
carotenoids
发表于 2025-3-28 06:34:44
http://reply.papertrans.cn/23/2224/222324/222324_39.png
murmur
发表于 2025-3-28 11:18:54
“Better” Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfaunterfactuals relative to baseline methods on coverage and distances metrics. This is the first counterfactual method specifically designed to meet identified psychological requirements of end-users, rather than merely reflecting the intuitions of algorithm designers.