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Found 6 papers, 0 papers with code
Iterated Belief Revision Under Resource Constraints: Logic as Geometry
We propose a variant of iterated belief revision designed for settings with limited computational resources, such as mobile autonomous robots.
Functorial Hierarchical Clustering with Overlaps
Those three are the overlapping clustering of Jardine and Sibson, the functorial approach of Carlsson and M\'{e}moli to partition-based clustering, and the Isbell/Dress school's study of injective envelopes.
Consistency constraints for overlapping data clustering
We examine overlapping clustering schemes with functorial constraints, in the spirit of Carlsson--Memoli.
Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering
We derive a statistical model for estimation of a dendrogram from single linkage hierarchical clustering (SLHC) that takes account of uncertainty through noise or corruption in the measurements of separation of data.
Statistical Properties of the Single Linkage Hierarchical Clustering Estimator
Distance-based hierarchical clustering (HC) methods are widely used in unsupervised data analysis but few authors take account of uncertainty in the distance data.
Universal Memory Architectures for Autonomous Machines
We propose a self-organizing memory architecture for perceptual experience, capable of supporting autonomous learning and goal-directed problem solving in the absence of any prior information about the agent's environment.
