Search Results for author:
Found 6 papers, 1 papers with code
Resilience in Platoons of Cooperative Heterogeneous Vehicles: Self-organization Strategies and Provably-correct Design
We show that self-organization promotes resilience to acceleration limits and communication failures, i. e., homogenizing to a common group behavior makes the platoon recover from these causes of impairments.
Self-Supervised Siamese Autoencoders
In this paper, we present a new self-supervised method that combines the benefits of Siamese architectures and denoising autoencoders.
Archetypal Analysis++: Rethinking the Initialization Strategy
Archetypal analysis is a matrix factorization method with convexity constraints.
Principled Interpolation in Normalizing Flows
In this paper, we solve this issue by enforcing a fixed norm and, hence, change the base distribution, to allow for a principled way of interpolation.
Coresets for Archetypal Analysis
Archetypal analysis represents instances as linear mixtures of prototypes (the archetypes) that lie on the boundary of the convex hull of the data.
Frame-based Data Factorizations
Archetypal Analysis is the method of choice to compute interpretable matrix factorizations.
