activity
20182026
most citedgiotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

53 citations · 99 across the 21 of their papers we have counts for

collaborators

23 papers

math.AT2026

The transverse singular complex

Greg Friedman, Anibal M. Medina-Mardones, Dev Sinha

Let be a smooth manifold without boundary and let be a countable collection of manifolds with corners, each equipped with a smooth map to . We show that the si…

math-ph2025

Operadic Calculus for Higher Colour-Kinematics Duality

Anibal M. Medina-Mardones, Bruno Vallette

The search for algebraic foundations of colour-kinematics duality and the double-copy construction has brought into focus a generalization of Batalin--Vilkovisky algebras, referred…

math.CT2025

Framed Polytopes and Higher Categories

Guillaume Laplante-Anfossi, Anibal M. Medina-Mardones, Arnau Padrol

In the early 1990s, Kapranov and Voevodsky proposed a geometric method for constructing higher-categorical pasting diagrams from generically framed convex polytopes. This work revi…

cs.LG2024

What makes math problems hard for reinforcement learning: a case study

Ali Shehper, Anibal M. Medina-Mardones, Lucas Fagan +6

Using a long-standing conjecture from combinatorial group theory, we explore, from multiple perspectives, the challenges of finding rare instances carrying disproportionately high…

math.AT2022

Foundations of geometric cohomology: from co-orientations to product structures

Greg Friedman, Anibal M. Medina-Mardones, Dev Sinha

This manuscript develops a geometric approach to ordinary cohomology of smooth manifolds, constructing a cochain complex model based on co-oriented smooth maps from manifolds with…

math.AT2022

Ranicki-Weiss assembly and the Steenrod construction

Anibal M. Medina-Mardones

We show that the Ranicki-Weiss assembly functor, going from chain complex valued presheaves on a simplicial complex to comodules over its Alexander-Whitney coalgebra, factors fully…

math.AT2021

The diagonal of cellular spaces and effective algebro-homotopical constructions

Anibal M. Medina-Mardones

In this survey article we discuss certain homotopy coherent enhancements of the coalgebra structure on cellular chains defined by an approximation to the diagonal. Over the rationa…

math.AT2021

Adams' cobar construction as a monoidal -coalgebra model of the based loop space

Anibal M. Medina-Mardones, Manuel Rivera

We prove that the classical map comparing Adams' cobar construction on the singular chains of a pointed space and the singular cubical chains on its based loop space is a quasi-iso…

math.AT2021★ 1 cited

Persistent homology for functionals

Ulrich Bauer, Anibal M. Medina-Mardones, Maximilian Schmahl

We introduce topological conditions on a broad class of functionals that ensure that the persistent homology modules of their associated sublevel set filtration admit persistence d…

math.AT2021★ 1 cited

A combinatorial -algebra structure on cubical cochains and the Cartan-Serre map

Ralph M. Kaufmann, Anibal M. Medina-Mardones

Cubical cochains are equipped with an associative product, dual to the Serre diagonal, lifting the graded commutative structure in cohomology. In this work we introduce through exp…

math.AT2021★ 2 cited

Flowing from intersection product to cup product

Greg Friedman, Anibal M. Medina-Mardones, Dev Sinha

We use a vector field flow defined through a cubulation of a closed manifold to reconcile the partially defined commutative product on geometric cochains with the standard cup prod…

math.AT2021★ 8 cited

New formulas for cup- products and fast computation of Steenrod squares

Anibal M. Medina-Mardones

Operations on the cohomology of spaces are important tools enhancing the descriptive power of this computable invariant. For cohomology with mod 2 coefficients, Steenrod squares ar…

math.AT2021★ 1 cited

A computer algebra system for the study of commutativity up-to-coherent homotopies

Anibal M. Medina-Mardones

The Python package ComCH is a lightweight specialized computer algebra system that provides models for well known objects, the surjection and Barratt-Eccles operads, parameterizing…

math.AT2020

Multisimplicial chains and configuration spaces

Anibal M. Medina-Mardones, Andrea Pizzi, Paolo Salvatore

This paper presents a generalization to multisimplicial sets of previously defined -coalgebra structures on the chains of simplicial and cubical sets. We focus on the sur…

math.AT2020★ 13 cited

Cochain level May-Steenrod operations

Ralph M. Kaufmann, Anibal M. Medina-Mardones

Steenrod defined in 1947 the Steenrod squares on the mod 2 cohomology of spaces using explicit cochain formulae for the cup- products; a family of coherent homotopies derived fr…

math.AT2020

Hyperharmonic analysis for the study of high-order information-theoretic signals

Anibal M. Medina-Mardones, Fernando E. Rosas, Sebastián E. Rodríguez +1

Network representations often cannot fully account for the structural richness of complex systems spanning multiple levels of organisation. Recently proposed high-order information…

math.AT2020

A Cochain Level Proof of Adem Relations in the Mod 2 Steenrod Algebra

Greg Brumfiel, Anibal M. Medina-Mardones, John Morgan

In 1947, N.E. Steenrod defined the Steenrod Squares, which are mod 2 cohomology operations, using explicit cochain formulae for cup-i products of cocycles. He later recast the cons…

cs.LG2020★ 53 cited

giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Guillaume Tauzin, Umberto Lupo, Lewis Tunstall +6

We introduce giotto-tda, a Python library that integrates high-performance topological data analysis with machine learning via a scikit-learn-compatible API and state-of-the-art C+…

math.AT2019★ 2 cited

An algebraic representation of globular sets

A. M. Medina-Mardones

We describe a fully faithful embedding of the category of (reflexive) globular sets into the category of counital cosymmetric -coalgebras when is an integral domain. This em…

math.AT2018

Persistence Steenrod modules

Umberto Lupo, Anibal M. Medina-Mardones, Guillaume Tauzin

It has long been envisioned that the strength of the barcode invariant of filtered cellular complexes could be increased using cohomology operations. Leveraging recent advances in…

math.AT2018★ 11 cited

An axiomatic characterization of Steenrod's cup- products

Anibal M. Medina-Mardones

We show that any natural construction of cup- products on the normalized cochains of simplicial sets, parameterized by the minimal free resolution of the trivial $\mathbb{F}_2[\…

math.AT2018★ 5 cited

A finitely presented -prop II: cellular context

Anibal M. Medina-Mardones

We construct, using finitely many generating cell and relations, props in the category of CW-complexes with the property that their associated operads are models for the …

math.AT2018★ 2 cited

A finitely presented -prop I: algebraic context

Anibal M. Medina-Mardones

We introduce a finitely presented prop in the category of differential graded modules whose associated operad $U(\mathcal{S})=\{\mathcal{S}(1,m…