Frank NIELSEN
PhD'96, Habilitation'06
Sony CSL, Fellow
Short biography
The Many Faces of Information Geometry,
AMS Notices, 2022
-
On a Variational Definition for the Jensen-Shannon Symmetrization of Distances Based
on the Information Radius, Entropy 2021
On a Generalization of the Jensen-Shannon Divergence and the Jensen–Shannon Centroid, Entropy 2020
- đź“– Publications sorted by research interest: [Google Scholar] [DBLP] [Books]
- [Information geometry] and [computational geometry]
- Information theory and mathematical statistics
- Dissimilarities, distances, divergences, and losses
- Clustering (centroids/centers) and generative models, [deep learning] and machine learning
- Visual computing, [image/video stitching] and computational photography
- [Geometric combinatorial optimization]
- Data science for [systems biology]
- Slides and đź“ą video
- Portal Geometric Science of Information (GSI)
- Textbooks:
- Introduction to HPC with MPI for Data Science, Springer, 2016.
- A Concise and Practical Introduction to Programming Algorithms in Java, Springer, 2009.
- Visual Computing: Geometry, Graphics, and Vision, Charles River Media, 2005.
- Journal editorial boards
and conference/workshop/event organizations
- Forthcoming events and activities: