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Regular multitask learning only considers homogeneous tasks such as regression or classification individually.
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After a resting baseline of 8 min, participants were asked to unscramble sentences in homogeneous task blocks.
Zhao et al. [13] proposed a framework called Online Transfer Learning (OTL) to address online transfer learning tasks under homogeneous and heterogeneous scenarios.
Wang et al. [29] presents a novel item concept embedding approach to learn the embeddings of both items and words by leverage the concept of neighborhood proximity in both homogeneous and heterogeneous retrieval tasks.
Post Hoc Stepwise Stepdown Multiple Comparisons were used to identify subsets of tasks with homogeneous characteristics, as described by Campbell and Skillings.
The challenging task of homogeneous catalysis is the efficient combination of reaction and catalyst recycling.
Defining the distance from the weather station to WIM site, in which the meteorological conditions could be assumed homogeneous, is an important task to reliably predict changes in traffic volume due to weather conditions.
All the nodes are considered homogeneous but are assigned different tasks to perform.
This section derives the schedulability analysis of a set of constrained-deadline fork-join tasks onto a homogeneous multicore platform.
In addition, we describe the Wiseman system for scripting MAs that can perform networking tasks in both homogeneous and heterogeneous wireless network environments.
Using a design with four categories of group composition (minority, balanced, majority, homogeneous) and two categories of tasks (sex-typical, sex-atypical) we found that the sex composition of the group interacted with the sex typicality of the task to influence both positive deferrals by group members and individual performance in groups.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com