Michael Biehl

30th Canary Islands Winter School 2018, Big Data analysis in Astronomy
La Laguna Tenerife, Spain, November 4-10, 2018, four lectures (ca. 1h each)
1) Introduction
2)The Perceptron
3) Support Vector Machines
4) Distance Based Systems, General Remarks

Ecole Normale Superieure, Rue d'Ulm, Paris/France
Data Science Colloquium CFM-ESN, Feb. 27 2020 (1h08m)
Prototype-based classifiers and relevance learning: medical applications"
Ecole Normale Superieure, Rue d'Ulm, Paris/France
Data Science Colloquium CFM-ESN, Feb. 27 2020 (1h08m)

Selected talks and tutorials (slides)

Talks can be viewed online (but not downloaded) at SlideShare
If you have difficulties viewing the files, please contact m.biehl@rug.nl

So you thought the ribosome was constant and conserved...
Short talk (15 minutes) presented at the 12th MiWoCI (online) in Mittweida/Germany, July 2020

Phase transitions in layered neural networks: rectified linear units vs. sigmoidal activation
Updated version presented at CITEC Bielefeld/Germany, June 2020
Invited talk at Ecole Normale Superieure Paris/France, February 2020 July 2020

Prototype-based classifiers and relevance learning: medical applications
Invited colloquium at Ecole Normale Superieure Paris/France, February 2020

The statistical physics of learning - revisited
Talk presented at the 10th MiWoCI, Mittweida/German, 2018

Prototype-based models in unsupervised and supervised machine learning
Invited talk (22 slides) presented at the Astroinformatics in Cape Town, November 2017.

Prototype-based models in machine learning
Tutorial (44 slides) presented at the 3rd Intl. Workshop on Brain-Inspired Computing in Cetraro/Italy, June 2017.

Biomedical applications of prototype-based classifiers and relevance learning
Keynote lecture (49 slides) at the AlCoB 2017 in Aveiro/Portugal, 2017

Predicting Recurrence in Clear Cell Carcinoma
Analysis of TCGA data using Outlier Analysis and GMLVQ
Presentation (16 slides) at the World Congress on Computational Intelligence (WCCI) 2016 in Vancouver / Canada

Classification of FDG-PET Brain Data
Presentation (22 slides) at the Workshop on Self-Organizing Maps (WSOM) 2016 in Houston / Texas

Distance-based classifiers: Basic concepts, recent developments and application examples
Tutorial (4 hrs., 102 slides) at the Intl. Conference on Computer Analysis of Images and Patterns, CAIP 2015 , Malta

Prototype-based classifiers and their applications in the life sciences
Keynote lecture (46 slides) at the Workshop on Self-Organizing Maps WSOM 2014 , Mittweida/Germany

Sometimes you can trust a rat
Presentation (45 slides) of our contributions to the sbv Improver species translation challenge 2013 (best performance in 3 out of 4 sub-challenges)

GMLVQ analysis of flow cytometry data: Diagnosis of Acute Myeloid Leukaemia
Presentation (25 slides) of our best performing contribution to the DREAM6 / FlowCAP II challenge 2011.