Sökning: "PAC"

Visar resultat 6 - 10 av 45 avhandlingar innehållade ordet PAC.

  1. 6. Guaranteeing Generalization via Measures of Information

    Författare :Fredrik Hellström; Chalmers tekniska högskola; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; PAC-Bayes; statistical learning; information theory; Machine learning; neural networks.; generalization;

    Sammanfattning : During the past decade, machine learning techniques have achieved impressive results in a number of domains. Many of the success stories have made use of deep neural networks, a class of functions that boasts high complexity. Classical results that mathematically guarantee that a learning algorithm generalizes, i.e. LÄS MER

  3. 7. Towards practical and provable domain adaptation

    Författare :Adam Breitholtz; Chalmers tekniska högskola; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Privileged information; Domain adaptation; Generalization; PAC-Bayes;

    Sammanfattning : One of the most central questions in statistical modeling is how well a model will generalize. Absent strong assumptions we find that this question is difficult to answer in a meaningful way. In this work we seek to increase our understanding of the domain adaptation setting through two different lenses. LÄS MER

  4. 8. Internal magnetic fields in rare-earths and rare-earth compounds studied by PAC

    Författare :Arnulf Mayer; Uppsala universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP;

    Sammanfattning : .... LÄS MER

  5. 9. Studies in nuclear solid state physics : investigation of impurity states in metals by means of PAC, +SR and NMR

    Författare :Kjell M. Pernestål; Uppsala universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP;

    Sammanfattning : .... LÄS MER

  7. 10. Internal fields, diffusion and spin relaxation in metals studied by SR and PAC

    Författare :Ewa Wäckelgård; Uppsala universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP;

    Sammanfattning : .... LÄS MER