Scholar
Erlend Aune
Google Scholar ID: EpfP35UAAAAJ
CTO at HANCE.ai, Associate Professor of Statistical Learning at NTNU & BI
Citations & Impact
Citations
257
H-index
9
i10-index
9
Publications
20
Co-authors
8
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Research Experience
- Associate Professor at NTNU (Norwegian University of Science and Technology)
- Chief Technology Officer (CTO) at HANCE
- Co-founder of Oslo Data Science Meetup (with Gudmund Hermansen)
- Involved in the 'Machine Learning for Irregular Time Series (ML4ITS)' project
- Participates in the Norwegian Open AI Lab
Background
- Strong interest in creative use of machine learning/statistical modeling for specific applications
- Research areas include: generative modeling (diffusion modeling, masked modeling), machine learning for sound and music, representation learning, active learning
- Focuses on time series modeling, forecasting, synthetic data generation, imputation/denoising, and irregular sampling
- Explores applications of machine learning in food
- Uses machine learning for content extraction and relation extraction from text
