Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Abstract—A dependable software system contains two important components, namely, error detection mechanisms and error recovery mechanisms. An error detection mechanism attempts t...
Since different systems have different success-critical stakeholders, and these stakeholders depend on the system in different ways, using traditional one-size-fits-all dependabili...
When training the parameters for a natural language system, one would prefer to minimize 1-best loss (error) on an evaluation set. Since the error surface for many natural languag...
Self-stabilization is an elegant way of realizing non-masking fault-tolerant systems. Sustained research over last decades has produced multiple self-stabilizing algorithms for man...
Abhishek Dhama, Oliver E. Theel, Pepijn Crouzen, H...