activity
20092021
most citedThe Simplex Tree: an Efficient Data Structure for General Simplicial Complexes

68 citations · 98 across the 11 of their papers we have counts for

collaborators

16 papers

math.GT2021

Computing complete hyperbolic structures on cusped 3-manifolds

Clément Maria, Owen Rouillé

A fundamental way to study 3-manifolds is through the geometric lens, one of the most prominent geometries being the hyperbolic one. We focus on the computation of a complete hyper…

math.GT2021

Hard Diagrams of the Unknot

Benjamin A. Burton, Hsien-Chih Chang, Maarten Löffler +5

We present three "hard" diagrams of the unknot. They require (at least) three extra crossings before they can be simplified to the trivial unknot diagram via Reidemeister moves in…

cs.CG2020

Computation of Large Asymptotics of 3-Manifold Quantum Invariants

Clément Maria, Owen Rouillé

Quantum topological invariants have played an important role in computational topology, and they are at the heart of major modern mathematical conjectures. In this article, we stud…

cs.CG2020★ 4 cited

Computing Persistent Homology with Various Coefficient Fields in a Single Pass

Jean-Daniel Boissonnat, Clément Maria

This article introduces an algorithm to compute the persistent homology of a filtered complex with various coefficient fields in a single matrix reduction. The algorithm is output-…

cs.CG2020★ 68 cited

The Simplex Tree: an Efficient Data Structure for General Simplicial Complexes

Jean-Daniel Boissonnat, Clément Maria

This paper introduces a data structure, called simplex tree, to represent abstract simplicial complexes of any dimension. All faces of the simplicial complex are explicitly stored…

math.AT2019

Intrinsic Topological Transforms via the Distance Kernel Embedding

Clément Maria, Steve Oudot, Elchanan Solomon

Topological transforms are parametrized families of topological invariants, which, by analogy with transforms in signal processing, are much more discriminative than single measure…

math.GT2019★ 2 cited

Parameterized complexity of quantum invariants

Clément Maria

We give a general fixed parameter tractable algorithm to compute quantum invariants of links presented by diagrams, whose complexity is singly exponential in the carving-width (or…

cs.CG2018

Discrete Morse Theory for Computing Zigzag Persistence

Clément Maria, Hannah Schreiber

We introduce a theoretical and computational framework to use discrete Morse theory as an efficient preprocessing in order to compute zigzag persistent homology. From a zigzag filt…

math.GT2018★ 2 cited

Treewidth, crushing, and hyperbolic volume

Clément Maria, Jessica S. Purcell

We prove that there exists a universal constant such that any closed hyperbolic 3-manifold admits a triangulation of treewidth at most times its volume. The converse is not…

cs.CG2016★ 4 cited

Computing Zigzag Persistent Cohomology

Clément Maria, Steve Oudot

Zigzag persistent homology is a powerful generalisation of persistent homology that allows one not only to compute persistence diagrams with less noise and using less memory, but a…

math.GT2016

A polynomial time algorithm to compute quantum invariants of 3-manifolds with bounded first Betti number

Clément Maria, Jonathan Spreer

In this article, we introduce a fixed parameter tractable algorithm for computing the Turaev-Viro invariants TV(4,q), using the dimension of the first homology group of the manifol…

cs.CG2015★ 3 cited

Admissible colourings of 3-manifold triangulations for Turaev-Viro type invariants

Clément Maria, Jonathan Spreer

Turaev Viro invariants are amongst the most powerful tools to distinguish 3-manifolds: They are implemented in mathematical software, and allow practical computations. The invarian…

math.GT2015★ 11 cited

Algorithms and complexity for Turaev-Viro invariants

Benjamin A. Burton, Clément Maria, Jonathan Spreer

The Turaev-Viro invariants are a powerful family of topological invariants for distinguishing between different 3-manifolds. They are invaluable for mathematical software, but curr…

cs.MS2014

Introduction to the R package TDA

Brittany Terese Fasy, Jisu Kim, Fabrizio Lecci +1

We present a short tutorial and introduction to using the R package TDA, which provides some tools for Topological Data Analysis. In particular, it includes implementations of func…

cs.CG2013★ 4 cited

The Compressed Annotation Matrix: an Efficient Data Structure for Computing Persistent Cohomology

Jean-Daniel Boissonnat, Tamal K. Dey, Clément Maria

The persistent homology with coefficients in a field F coincides with the same for cohomology because of duality. We propose an implementation of a recently introduced algorithm fo…

cs.LG2009

An Exponential Lower Bound on the Complexity of Regularization Paths

Bernd Gärtner, Martin Jaggi, Clément Maria

For a variety of regularized optimization problems in machine learning, algorithms computing the entire solution path have been developed recently. Most of these methods are quadra…