Essays about: "rademacher"

Found 2 essays containing the word rademacher.

  1. 1. Root-cause analysis with data-driven methods and machine learning in lithium-ion battery tests : Master's thesis about detecting deviations with PCA

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Frans Rademacher; [2022]
    Keywords : Machine learning; Li-ion; batteries; PCA; deviations; anomaly detection; root-cause analysis; differential capacity; feature engineering;

    Abstract : The increased demand of energy storage systems and electric vehicles on the market result in high demand of lithium-ion batteries. As a lithium-ion battery manufacturer, Northvolt runs quality tests on the products to assess their performance, life and safety. READ MORE

  3. 2. A Literature Study Concerning Generalization Error Bounds for Neural Networks via Rademacher Complexity

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Oskar Nordenfors; [2021]
    Keywords : machine; learning; neural; networks; generalization; error; rademacher; complexity; maskininlärning; neurala; nätverk; generaliseringfel; rademachers; komplexitet;

    Abstract : In this essay some fundamental results from the theory of machine learning and neural networks are presented, with the goal of finally discussing bounds on the generalization error of neural networks, via Rademacher complexity. ... READ MORE