Sökning: "hellkvist"

Hittade 3 avhandlingar innehållade ordet hellkvist.

  1. 1. Field studies of water relations of Scots pine and Sitka spruce

    Författare :Jerk Hellkvist; Uppsala universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP;

    Sammanfattning : .... LÄS MER

  3. 2. Intralymphatic immunotherapy in allergic rhinitis : evaluating safety, efficacy and mechanisms

    Författare :Laila Hellkvist; Karolinska Institutet; Karolinska Institutet; []
    Nyckelord :;

    Sammanfattning : Allergic rhinitis (AR) deprives work capacity, social activities and quality of life, and costs the Swedish society about €1.3 billion annually. Allergen-specific immunotherapy (AIT) amends the symptoms and improves the course of the disease. The symptom ameliorating effects last several years after the discontinuation of treatment. LÄS MER

  4. 3. Generalization under Model Mismatch and Distributed Learning

    Författare :Martin Hellkvist; Ayca Özcelikkale; Anders Ahlén; Martin Jaggi; Uppsala universitet; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Machine learning; Signal processing; Generalization error; Training error; Double-descent; Double descent; Distributed learning; Distributed optimization; Learning over networks; Model mismatch; Model misspecification; Fake features; Missing features; linear regression; regularization; Machine learning; Maskininlärning;

    Sammanfattning : Machine learning models are typically configured by minimizing the training error over a given training dataset. On the other hand, the main objective is to obtain models that can generalize, i.e., perform well on data unseen during training. LÄS MER