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Dropout has recently emerged as a powerful and simple method for training neural networks preventing co-adaptation by stochastically omitting neurons.
Herlau, Tue +2 more
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Why was the treatment discontinued? Reasons for attrition in evidence-based trauma-focused treatments [PDF]
Background: Post-traumatic stress disorder (PTSD) is a debilitating mental disorder. Whereas effective treatments exist, many studies report high dropout rates.Objective: We aimed to get a better understanding of why evidence-based trauma-focused ...
Kristin Alve Glad +3 more
doaj +2 more sources
Evaluation of Student Dropout Rate in Alternative Higher Education Sector of Sri Lanka: A Case Study [PDF]
The main objectives of this study were to assess the average student dropout rate of the Sri Lanka Institute of Advanced Technological Education (SLIATE) and its regional centers by analyzing five years of data on student intake and convocation ...
W.B.K. Bandara +2 more
doaj +1 more source
AbstractDespite of its importance for safe machine learning, uncertainty quantification for neural networks is far from being solved. State-of-the-art approaches to estimate neural uncertainties are often hybrid, combining parametric models with explicit or implicit (dropout-based) ensembling.
Joachim Sicking +5 more
openaire +2 more sources
Revisiting Dropout Regularization for Cross-Modality Person Re-Identification
This paper investigated targeted dropout regularization for improving convolutional neural network classifier performance on cross-modality person re-identification problems.
Reza Fuad Rachmadi +2 more
doaj +1 more source
Student dropout in primary and secondary education in the Republic of Serbia [PDF]
Student dropout from school is a serious problem in educational systems all over the world. This paper will provide an overview of the various dropout definitions and their consequences for measuring and monitoring.
Krstić Ksenija +2 more
doaj +1 more source
Knowing the factors affecting girls’ dropping out is very important. In spite of stipends, free schoolbooks and other incentives given by the government, girls’ dropout rate at the secondary level is not decreasing as expected in Bangladesh.
Ety Rani, Wardatul Akmam
doaj +1 more source
Education is important to society, yet many students do not complete the educations they start. In the present study of 426 students at a Norwegian university, we examined the predictive value of study-related variables with regard to student status one ...
Rannveig Grøm Sæle +3 more
doaj +1 more source
IntroductionPerinatal depression affects mothers, babies and society. Preventive interventions are needed, but face barriers to access. E-health interventions could be an effective and accessible option.
María F. Rodriguez-Muñoz +7 more
doaj +1 more source
Dropout Time and Learners’ Performance in Computer Programming MOOCs
One of the problems regarding MOOCs (Massive Open Online Courses) is the high dropout rate. Although dropout periods have been studied, there is still a lack of understanding of how dropout differs for MOOCs with different levels of difficulty.
Marili Rõõm, Marina Lepp, Piret Luik
doaj +1 more source

