F. Alex Wolf
Lunch Seminar, February 3rd 2016
Institute of Computational Biology
Helmholtz Zentrum München
Philipp ▷ reveal.js, jupyter notebook for teaching
Laleh ▷ pseudotime, diffusion maps
Maren ▷ biology, bioinformatics, ...
Niklas Köhler, Philipp Eulenberg ▷ deep learning
Thomas ▷ classification, imaging flow cytometry data
Fabian, Norbert, Valeriya Naumova ▷ teaching, ML basics
Robert Küffner, Fabian ▷ GRN inference
Transfer entropy
▷ uncertainty in pred. ≃ information flow
▷ applicable to stochastic system
▷ functional coupling
▷ applicable to deterministic (chaotic) system
▷ predict Xg′ given Xg:
ˆXtg′|Mg=∑x_t′g∈Ntg"selects t′ based on Mg"⏞w(x_tg,x_t′g)xt′g′
▷ predict Xg′ given Xg:
ˆXtg′|Mg=∑x_t′g∈Ntg"selects t′ based on Mg"⏞w(x_tg,x_t′g)xt′g′
Straight-forward improvements
Conceptual comparisons
Thank you!