Sökning: "Dropout"

Visar resultat 1 - 5 av 188 uppsatser innehållade ordet Dropout.

1. 1. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Baptiste Bremond; [2024]
   Nyckelord :TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

   Sammanfattning : 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. LÄS MER

3. 2. Prediction of multiple conformational states of membrane proteins

   Master-uppsats, Linköpings universitet/Bioinformatik

   Författare :Tobias Thorén; [2024]
   Nyckelord :Bioinformatics; Protein prediction; AlphaFold;

   Sammanfattning : 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. LÄS MER

4. 3. Perspectives of dropped-out children on quitting public primary schools in Kasur- Pakistan

   Master-uppsats, Göteborgs universitet/Institutionen för pedagogik och specialpedagogik

   Författare :Somia Bashir; [2023-07-03]
   Nyckelord :dropped-out children; dropout rate; public primary schools; Kasur- Pakistan; perspectives; education;

   Sammanfattning : 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. LÄS MER

5. 4. OpenCourse: Gamification in Computer Science Education

   Kandidat-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

   Författare :Gustaf Bodin; Elias Ekroth; Tobias Engblom; Filip Linde; Anwarr Shiervani; [2023-03-03]
   Nyckelord :Gamification; Education; Heuristic Evaluation; Desktop Application Development; Spelifiering; Utbildning; Heuristisk Utvärdering; Datorapplikationsutveckling;

   Sammanfattning : 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. LÄS MER

7. 5. Uncertainty Estimation in Radiation Dose Prediction U-Net

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Frida Skarf; [2023]
   Nyckelord :Radiation dose prediction models; U-net; quantile regression; Monte Carlo Dropout; epistemic uncertainty estimation; aleatoric uncertainty estimation; Stråldospredicerande modeller; U-net; kvantilregression; Monte Carlo Dropout; epistemisk osäkerhetsskattning; aletorisk osäkerhetsskattning;

   Sammanfattning : 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. LÄS MER