Essays about: "moment matching"

Showing result 1 - 5 of 14 essays containing the words moment matching.

1. 1. Pseudomonas aeruginosa gene expression analysis using pangenome and PAO1 reference genomes

   University essay from Lunds universitet/Examensarbeten i bioinformatik

   Author : Yi Su; [2023]
   Keywords : Biology and Life Sciences;

   Abstract : Development in sequencing technologies has made the analyses of genetic material much more accessible. Processing sequenced data for an accurate analysis comes with its challenges, especially with the studies in microbial in clinical in vivo samples where difficulties in the collection of these samples for sequencing could lower the quality and contamination from the human host which might affect the accuracy of downstream analysis. READ MORE

3. 2. Laser Scattering for Fast Characterization of Cellulose Filaments

   University essay from KTH/Fiber- och polymerteknologi

   Author : Alexandra Konstantinidou; Saga Holmström; Susanna Hellberg; [2022]
   Keywords : Cellulose nanofibrils; Fibers; Sustainable development; Bio-based material; Characterization; Microscale; Microscopy; Small-angle light scattering; Laser diffraction; Cellulosananofibriller; Fiber; H˚allbar utveckling; Biobaserade material; Karakterisering; Mikroskala; Mikroskopi; Ljusspridning; Laserdiffraktion;

   Abstract : Cellulosananofibriller (CNFs) hör till naturens mest fundamentala byggstenar och förser naturliga material, såsom den yttre cellväggen i trä, med en otrolig styrka och styvhet. Genom att imitera träets arkitektur öppnas möjligheter upp för tillverkning av nya, biobaserade och lättviktiga strukturella material med mekaniska egenskaper som överskrider de för glasfiber, metaller och legeringar. READ MORE

4. 3. Towards a method for antenna impedance tailoring through shapeoptimization, with a bound on the associated cost-function

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Cem Kesici; [2020]
   Keywords : ;

   Abstract : Over the last years, there has been an interest in designing antennas that operateat higher frequencies. In most applications, these antennas work jointly withPower Amplifiers. However, most commercial Power Amplifiers have a nonstandardoptimal load-pull impedance in their optimal operating frequencies. READ MORE

5. 4. Probabilistic Regression using Conditional Generative Adversarial Networks

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Joel Oskarsson; [2020]
   Keywords : machine learning; ml; regression; probabilistic; distribution; cgan; gan; conditional gan; adversarial networks; neural network; deep learning; f-gan; f-cgan; f-divergence; adversarial training; bimodal; heteroskedastic; mmd; maximum mean discrepancy; gmmn; generative moment matching network; conditional gmmn; ipm; kde; cgan evaluation; cgan regression; gan regression; cgan-regression; regression using gan; deep; nn; implicit; generative; conditional; model; complex noise; aleatoric; uncertainty; dctd; mdn; heteroskedastic regression; gp;

   Abstract : Regression is a central problem in statistics and machine learning with applications everywhere in science and technology. In probabilistic regression the relationship between a set of features and a real-valued target variable is modelled as a conditional probability distribution. READ MORE

6. 5. Comparing Catastrophic Interference between Incremental Moment Matching-Mean and Hard Attention to the Task

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Quintus Roos; William Lilliesköld; [2020]
   Keywords : ;

   Abstract : When a neural networks trained on data to solve one problem is trained on new data to solve another problem it tends to forget what it had previously knew that made it able to solve the first problem. This phenomenon is called Catastrophic Interference. READ MORE