Essays about: "Dropout"
Showing result 1 - 5 of 100 essays containing the word Dropout.
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1. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. READ MORE
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2. Prediction of multiple conformational states of membrane proteins
University essay from Linköpings universitet/BioinformatikAbstract : Predicting protein structures has long been an area of active research in the field ofbioinformatics. Great strides have recently been made in this area by googles DeepMindteam. They developed an AI called AlphaFold which is able to make the most accuratepredictions of protein structures as of date. READ MORE
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3. Perspectives of dropped-out children on quitting public primary schools in Kasur- Pakistan
University essay from Göteborgs universitet/Institutionen för pedagogik och specialpedagogikAbstract : Aim: This thesis is an endeavour to explore the causes behind the significant rate of students leaving their primary-level education at the Primary level. The study aims at exploring the causes of high dropout rates by recording the voices of out-of-school children and examining the help they receive from their learning institutions after leaving their studies and schools in the Kasur District in Pakistan. READ MORE
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4. OpenCourse: Gamification in Computer Science Education
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Academic degrees in computer science suffer from the highest dropout rates among universities. As a result, there is a lack of technical professionals, which could threaten the digital infrastructure. READ MORE
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5. Uncertainty Estimation in Radiation Dose Prediction U-Net
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The ability to quantify uncertainties associated with neural network predictions is crucial when they are relied upon in decision-making processes, especially in safety-critical applications like radiation therapy. In this paper, a single-model estimator of both epistemic and aleatoric uncertainties in a regression 3D U-net used for radiation dose prediction is presented. READ MORE
