NTR organizes and hosts scientific webinars on neural networks and invites speakers from all over the world to present their recent work.
On February 15 Konstantin Makarychev, Northwestern University, Evanston, Illinois, USA, presented a technical Zoom webinar on Explainable K-means.
The presentation focused on explainable k-means clustering – a clustering that can be represented by a simple decision diagram.
It also explored several algorithms for constructing decision diagrams and compare the costs of explainable and unconstrained clustering.
Related materials:
https://arxiv.org/abs/2107.00798
https://arxiv.org/abs/2111.03193
Slide deck link https://drive.google.com/file/d/1OofZKZdZGZBFitx2xOREeOTMLL51cCkx/view
Moderator and contact: NTR CEO Nick Mikhailovsky: nickm@ntrlab.com.