activity
20182022
most citedTopological Deep Learning

9 citations · 16 across the 4 of their papers we have counts for

collaborators

7 papers

math.AT2022

Evasion paths by homotopy limits

Gunnar Carlsson, Benjamin Filippenko, Wyatt Mackey

The evasion paths problem asks when a dynamically changing space can be navigated: imagine guards are patrolling a region, for instance, and we need to stay outside their view. We…

cs.LG2021★ 9 cited

Topological Deep Learning

Ephy R. Love, Benjamin Filippenko, Vasileios Maroulas +1

This work introduces the Topological CNN (TCNN), which encompasses several topologically defined convolutional methods. Manifolds with important relationships to the natural image…

math.AT2020★ 2 cited

The space of sections of a smooth function

Gunnar Carlsson, Benjamin Filippenko

Given a compact manifold with boundary and a submersion whose restriction to the boundary of has isolated critical points with distinct critical value…

math.AT2019

Persistent homology of the sum metric

Gunnar Carlsson, Benjamin Filippenko

Given finite metric spaces and , we investigate the persistent homology of the Cartesian product equipped with the sum metric $…

math.SG2018

A Polyfold Proof of the Arnold Conjecture

Benjamin Filippenko, Katrin Wehrheim

We give a detailed proof of the homological Arnold conjecture for nondegenerate periodic Hamiltonians on general closed symplectic manifolds via a direct Piunikhin-Salamon-Schw…

math.SG2018★ 5 cited

Counterexamples in Scale Calculus

Benjamin Filippenko, Zhengyi Zhou, Katrin Wehrheim

We construct counterexamples to classical calculus facts such as the Inverse and Implicit Function Theorems in Scale Calculus -- a generalization of Multivariable Calculus to infin…