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Nissim Ranade

Publications and source records attributed to Nissim Ranade.

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Structure on the Top Homology and Related Algorithms

We explore the special structure of the top-dimensional homology of any compact triangulable space $X$ of dimension $d$. Since there are no $(d+1)$-dimensional cells, the top homology equals the top cycles and is thus a free abelian group. There is no obvious basis, but we show that there is a canonical embedding of the top homology into a canonical free abelian group which has a natural basis up to signs. This embedding structure is an invariant of $X$ up to homeomorphism. This circumstance gives the top homology the structure of an (orientable) matroid, where cycles in the sense of matroids correspond to the cycles in the sense of homology. This adds a novel topological invariant to the topological literature. We apply this matroid structure on the top homology to give a polynomial-time algorithm for the construction of a basis of the top homology (over $\mathbb{Z}$ coefficients).

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Topological Perspectives on Statistical Quantities II

$C_\infty$ Algebras and their morphisms are a framework in which one can study algebras and their maps that are not commutaive-associative but are homotopic to being that. In statistics cumulants measure the independence of random variables. Another way of describing them would be as measure of deviation from being an algebra map. In this paper we explore the notion of cumulants of $C_\infty$ morphisms. This uses a previous analysis about Boolean cumulants of $A_\infty$ morphisms.

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Topological Perspectives on Statistical Quantities I

In statistics cumulants are defined to be functions that measure the linear independence of random variables. In the non-communicative case the Boolean cumulants can be described as functions that measure deviation of a map between algebras from being an algebra morphism. In Algebraic topology maps that are homotopic to being algebra morphisms are studied using the theory of $A_\infty$ algebras. In this paper we will explore the link between these two points of views on maps between algebras that are not algebra maps.

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The Cumulant Bijection and Differential Forms

According to Jae Suk Park, physicists use "canonical coordinate systems" to compute correlations in perturbative quantum field theories. One may interpret these canonical coordinate systems as equivalences of generalized differential Lie algebras. In this note we discuss these flattenings in one particular setting and refer to them as "cumulant bijections". The main point we make is that these cumulant bijections are functorial for deformation retracts. The discussion is completely self contained and based on well known universal properties.

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