Navigation

  • Skip to Content
NTNU Home

ntnu.edu

  • Studies
    • Master's programmes in English
    • For exchange students
    • PhD opportunities
    • All programmes of study
    • Courses
    • Financing
    • Language requirements
    • Application process
    • Academic calendar
    • FAQ
  • Research and innovation
    • NTNU research
    • Research excellence
    • Strategic research areas
    • Innovation resources
    • PhD opportunities
  • Life and housing
    • Student in Trondheim
    • Student in Gjøvik
    • Student in Ålesund
    • For researchers
    • Life and housing
  • About NTNU
    • Contact us
    • Faculties and departments
    • Libraries
    • International researcher support
    • Vacancies
    • About NTNU
    • Maps
  1. Home
  2. Employees

Språkvelger

Norsk

Erlend Aune

Erlend Aune

Associate Professor
Department of Mathematical Sciences

erlend.aune@ntnu.no
About Publications Media

About

CV

I have a strong interest for creative use of machine learning/statistical modeling for specific applications. Examples of modeling frameworks and applications I work within are:

  • Generative modeling (diffusion modeling, GANs)
  • Representation learning
  • Active Learning
  • Modeling of time series
    • Forecasting
    • Synthetic data generation
    • Imputation/denoising
  • Machine learning with food
  • Content extraction and relation extraction from text using machine learning

My primary position is Research Scientist at Abelee, and I am also the founder (with Gudmund Hermansen) of Oslo Data Science Meetup.

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2022

  • Lee, Daesoo; Aune, Erlend; Langet, Nadege; Eidsvik, Jo. (2022) Ensemble and Self-supervised Learning for Improved Classification of Seismic Signals from the Åknes Rockslope. Mathematical Geosciences.
    Scientific translation/review

2019

  • Vassøy, Bjørnar; Ruocco, Massimiliano; de Souza da Silva, Eliezer; Aune, Erlend. (2019) Time is of the essence: A joint Hierarchical RNN and Point Process model for time and item predictions. WIMS2019 Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics.
    Academic chapter/article

2013

  • Aune, Erlend; Eidsvik, Jo; Pokern, Y. (2013) Iterative numerical methods for sampling from high dimensional Gaussian distributions. Statistics and computing. volum 23 (4).
    Academic article
  • Aune, Erlend; Eidsvik, Jo; Ursin, Bjørn. (2013) Three-dimensional non-stationary and non-linear isotropic AVA inversion. Geophysical Journal International. volum 194 (2).
    Academic article

2012

  • Aune, Erlend. (2012) Computation and modeling for high dimensional Gaussian distributions. Norges teknisk-naturvitenskapelige universitet. 2012.
    PhD thesis

Scientific articles

  • Aune, Erlend; Eidsvik, Jo; Pokern, Y. (2013) Iterative numerical methods for sampling from high dimensional Gaussian distributions. Statistics and computing. volum 23 (4).
    Academic article
  • Aune, Erlend; Eidsvik, Jo; Ursin, Bjørn. (2013) Three-dimensional non-stationary and non-linear isotropic AVA inversion. Geophysical Journal International. volum 194 (2).
    Academic article

Journal publications

  • Lee, Daesoo; Aune, Erlend; Langet, Nadege; Eidsvik, Jo. (2022) Ensemble and Self-supervised Learning for Improved Classification of Seismic Signals from the Åknes Rockslope. Mathematical Geosciences.
    Scientific translation/review

Part of book/report

  • Vassøy, Bjørnar; Ruocco, Massimiliano; de Souza da Silva, Eliezer; Aune, Erlend. (2019) Time is of the essence: A joint Hierarchical RNN and Point Process model for time and item predictions. WIMS2019 Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics.
    Academic chapter/article

Report

  • Aune, Erlend. (2012) Computation and modeling for high dimensional Gaussian distributions. Norges teknisk-naturvitenskapelige universitet. 2012.
    PhD thesis

Media

2021

  • Programme participation
    Saplacan, Diana; Foldnes, Njål; Aune, Erlend; Dahl, Ida; Voigt, Jakob Michael; Goodwin, Morten. (2021) AI & pedagogics. Webinar - Norwegian Consortium of Artificial Intelligence [Internett]. 2021-10-01.

2016

  • Interview
    Aune, Erlend; Stenvik, Lars Fredrik. (2016) Mektig imponert over jernviljen. Innherred [Avis]. 2016-10-06.
NTNU
Studies
  • Master's programmes in English
  • For exchange students
  • PhD opportunities
  • Courses
  • Career development
  • Continuing education
  • Application process
Contact
  • Contact NTNU
  • Employees
  • For alumni
  • Press contacts
  • Researcher support
Discover NTNU
  • Experts
  • Vacancies
  • Pictures from NTNU
  • Innovation resources
  • NTNU in Gjøvik
  • NTNU in Trondheim
  • NTNU in Ålesund
  • Maps
About NTNU
  • NTNU's strategy
  • Research excellence
  • Strategic research areas
  • Organizational chart
  • Libraries
  • About the university
Services
  • For employees
  • For students
  • Blackboard
  • Intranet

Norwegian University of Science and Technology

About cookies
Privacy policy
Editoral responsibility
Sign In