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Latent space

💡 Words with a Similar Meaning to "Latent space"

Found via reverse dictionary — words that share a conceptual meaning.

WordDefinition
spatial networkA spatial network (sometimes also geometric graph) is a graph in which the vertices or edges are spatial elements associated with geometric objects, i.e., the nodes are located in a space equipped with a certain metric.
latent variable modelA latent variable model is a statistical model that relates a set of observable variables (also called manifest variables or indicators) to a set of latent variables.
relative interiorIn mathematics, the relative interior of a set is a refinement of the concept of the interior, which is often more useful when dealing with low-dimensional sets placed in higher-dimensional spaces.
manifold hypothesisThe manifold hypothesis posits that many high-dimensional data sets that occur in the real world actually lie along low-dimensional latent manifolds inside that high-dimensional space.
latticenounA flat panel constructed with widely-spaced crossed thin strips of wood or other material, commonly used as a garden trellis.
germnounA pathogen: a pathogenic microorganism, such as a bacterium or virus.
arrangementnounThe act of arranging.
semantic similaritya metric defined over a set of documents or terms, where the idea of distance between items is based on the likeness of their meaning or semantic content as opposed to lexicographical similarity.
hyperbolic geometric graphA hyperbolic geometric graph or hyperbolic geometric network is a special type of spatial network where latent coordinates of nodes are sprinkled according to a probability density function into a
conceptual spaceA conceptual space is a geometric structure that represents a number of quality dimensions, which denote basic features by which concepts and objects can be compared, such as weight, color, taste, temperature, pitch, and the three ordinary spatial dimensions.
latent class modelIn statistics, a latent class model is a model for clustering multivariate discrete data.
cluster analysisnoun(artificial intelligence, statistics) The classification of objects into different groups, or more precisely, the partitioning of a data set into subsets (clusters), so that the data in each subset (ideally) share some common trait - often proximity according to some defined distance measure.
affine spacenoun(mathematics) a vector space having no origin
gridnounA system for delivery of electricity, consisting of various substations, transformers and generators, connected by wire.
similarity measureIn statistics and related fields, a similarity measure or similarity function or similarity metric is a real-valued function that quantifies the similarity between two objects.
affine connectionIn differential geometry, an affine connection is a geometric object on a smooth manifold which connects nearby tangent spaces, so it permits tangent vector fields to be differentiated as if they were functions on the manifold with values in a fixed vector space.
dimensionality reductionDimensionality reduction, or dimension reduction, is the transformation of data from a high-dimensional space into a low-dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension.
tangent spacenoun(topology, differential topology) An n-dimensional vector space that represents the set of all vectors tangent to given n-dimensional differentiable manifold M at point x.
topological spacenoun(topology, formally) An ordered pair (X, τ), where X is a set and τ, called the topology, is a collection of subsets of X which satisfies certain axioms and whose elements are called the open sets (or alternatively, for a different set of axioms, the closed sets);
latent semantic analysisa technique in natural language processing, in particular distributional semantics, of analyzing relationships between a set of documents and the terms they contain by producing a set of concepts related to the documents and terms.

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