Essays about: "tensor decomposition"

Showing result 6 - 10 of 14 essays containing the words tensor decomposition.

  1. 6. Adversarial Example Transferabilty to Quantized Models

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Ludvig Kratzert; [2021]
    Keywords : convolutional; neural; network; quantization; adversarial; perturbation; compression; machine; learning; security;

    Abstract : Deep learning has proven to be a major leap in machine learning, allowing completely new problems to be solved. While flexible and powerful, neural networks have the disadvantage of being large and demanding high performance from the devices on which they are run. READ MORE

  3. 7. A Comparative study of Knowledge Graph Embedding Models for use in Fake News Detection

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Matilda Frimodig; Tom Lanhed Sivertsson; [2021]
    Keywords : Machine Learning; Fake News Detection; Knowledge Graph; Natural Language Processing; Knowledge Graph Embedding;

    Abstract : During the past few years online misinformation, generally referred to as fake news, has been identified as an increasingly dangerous threat. As the spread of misinformation online has increased, fake news detection has become an active line of research. One approach is to use knowledge graphs for the purpose of automated fake news detection. READ MORE

  4. 8. Solving the Hamilton-Jacobi-Bellman Equation for Route Planning Problems Using Tensor Decomposition

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

    Author : Albin Mosskull; Kaj Munhoz Arfvidsson; [2020]
    Keywords : Autonomous vehicles; HJB equation; Tensordecomposition; Tensor Train decomposition;

    Abstract : Optimizing routes for multiple autonomous vehiclesin complex traffic situations can lead to improved efficiency intraffic. Attempting to solve these optimization problems centrally,i.e. READ MORE

  5. 9. A Program for SU(N) Color Structure Decomposition into Multiplet Bases Using Wigner 3j and 6j Coefficients

    University essay from Lunds universitet/Teoretisk partikelfysik - Geonomgår omorganisation

    Author : Andris Potrebko; [2020]
    Keywords : Colour Structure; QCD; Quantum Chromodynamics; SU N ; Multiplet bases; Color structures; Physics and Astronomy;

    Abstract : The increased capacity of elementary particle accelerators raises the demand for the simulation data of the experiments. One of the bottlenecks in the simulations is the QCD color structure calculation, which is usually treated using non-orthogonal and overcomplete sets of bases. READ MORE

  6. 10. Visualization and Classification of Neurological Status with Tensor Decomposition and Machine Learning

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Thi Pham; [2019]
    Keywords : Stress assessment; physiological signals; biosensors; tensor decomposition; feature visualization; machine learning;

    Abstract : Recognition of physical and mental responses to stress is important for stress assessment and management as its negative effects in health can be prevented or reduced. Wearable technology, mainly using electroencephalogram (EEG), provides information such as tracking fitness activity, disease detection, and monitoring neurologicalstates of individuals. READ MORE