نتایج جستجو برای: transferability rate
تعداد نتایج: 963827 فیلتر نتایج به سال:
Fast gradient sign attack series are popular methods that used to generate adversarial examples. However, most of the approaches based on fast cannot balance indistinguishability and transferability due limitations basic structure. To address this problem, we propose a method, called Adam Iterative Gradient Tanh Method (AI-FGTM), indistinguishable examples with high transferability. Besides, sm...
This paper examines the speed of the occupational adjustment of immigrants using Labour Force Surveys 2004 and 2005 from Statistics Netherlands. The analysis provides new evidence that immigrants start with jobs at the lower levels of skill distribution. Their occupational achievement improves significantly with the duration of residence. The extent of this initial disadvantage and the rate of ...
Deep learning models hold state-of-the-art performance in many fields, but their vulnerability to adversarial examples poses a threat ubiquitous deployment practical settings. Additionally, inputs generated on one classifier have been shown transfer other classifiers trained similar data, which makes the attacks possible even if model parameters are not revealed adversary. This property of tran...
Genome wide association studies (GWAS) for type 2 diabetes (T2D) undertaken in European and Asian ancestry populations have yielded dozens of robustly associated loci. However, the genomics of T2D remains largely understudied in sub-Saharan Africa (SSA), where rates of T2D are increasing dramatically and where the environmental background is quite different than in these previous studies. Here,...
OBJECTIVES This study evaluates the accuracy and transferability of Bayesian case detection systems (BCD) that use clinical notes from emergency department (ED) to detect influenza cases. METHODS A BCD uses natural language processing (NLP) to infer the presence or absence of clinical findings from ED notes, which are fed into a Bayesain network classifier (BN) to infer patients' diagnoses. W...
Hickory (Carya cathayensis Sarg.), an important nut-producing species in Southeastern China, has high economic value, but so far there has been no cultivar bred under species although it is mostly propagated by seeding and some elite individuals have been found. It has been found recently that this species has a certain rate of apomixis and poor knowledge of its genetic background has influence...
BACKGROUND The transferability of economic evaluation in health care is of increasing interest in today's globalized environment. Here, we propose a methodology for assessing the variability of data elements in cost evaluations in oncology. This method was tested in the context of the European Network of Excellence "Connective Tissues Cancers Network". METHODS Using a database that was previo...
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