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168,657 papers · 148 categories

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0111 · Apr 201619922001200920172026
8 results for function-counting

This work refines Cover's theory for binary classification on low-dimensional data.

problem The challenge of analyzing how low-dimensional data structures affect classification models.
method Refines Cover's function-counting theory to account for low-dimensional data structure.
result Derives dichotomy counts and analyzes the impact of data structure on classification models.

We compute the Hilbert polynomial and the Poincare function counting the number of fixed jet-order differential invariants of conformal metric structures modulo local diffeomorphisms, and we describe the field of rational differential invariants separating generic orbits of the diffeomorphism pseudogroup action. This r…

2016-04-22abs ↗pdf ↗

We construct a small regular cellular decomposition of the Fulton MacPherson operad FM2FM_2 that is compatible with the operad composition. The cells are indexed by trees with edges of two colors and vertices labelled by cells of the cacti operad. We compute the generating functions counting the cells, that are algebrai…

2019-06-18abs ↗pdf ↗

We exhibit new examples of double Kodaira fibrations by using finite Galois covers of a product Σb×ΣbΣ_b \times Σ_b, where ΣbΣ_b is a smooth projective curve of genus b2b \geq 2. Each cover is obtained by providing an explicit group epimorphism from the pure braid group P2(Σb)\mathsf{P}_2(Σ_b) to some finite Heisenberg group.…

2019-05-08abs ↗pdf ↗

The study quantifies how many objects can be linearly classified under all views.

problem Understanding the expressivity of group-equivariant representations.
method Generalization of Cover's Function Counting Theorem to quantify separable dichotomies.
result The fraction of separable dichotomies is determined by the fixed space dimension of the group action.