activity
20202026
most citedTopology-Aware Activation Functions in Neural Networks

1 citations · 2 across the 9 of their papers we have counts for

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Showing 2025Show all

6 papers · 1 filter

math.AT2025

On essential simplicial maps

Mikhail V. Bludov, Sergei Vad. Fomin, Oleg R. Musin

A fiber-uniform bound on the complexity of an essential simplicial map is proven, and the tightness of the bound is investigated. It follows that the triangula…

math.CO2025

Computing the Hopf invariant

Oleg R. Musin, Timur Shamazov

We consider Whitehead's integral formula and propose an algorithm for computing the Hopf invariant for simplicial mappings.

math.CO2025

Algorithms for orthogonal partitioning into four parts

Alexey Fakhrutdinov, Oleg R. Musin

The famous pancake theorem states that for every finite set in the plane, there exist two orthogonal lines that divide into four equal parts. We propose an algorithm whose…

math.CO2025

Minimal simplicial spherical mappings with a given degree

Ksenia Apolonskaya, Oleg R. Musin

This paper studies the minimal number of vertices required in a triangulation of the -sphere to admit a simplicial map to the boundary of a -simplex with a given…

cs.LG2025★ 1 cited

Topology-Aware Activation Functions in Neural Networks

Pavel Snopov, Oleg R. Musin

This study explores novel activation functions that enhance the ability of neural networks to manipulate data topology during training. Building on the limitations of traditional a…

math.CO2025

On Scarf's theorem for Generalized Cooperative Games

Mikhail V. Bludov, Oleg R. Musin

In this paper, we study a generalization of cooperative games with non-transferable utility. In our model, coalitions are replaced by firms: each firm is assigned a resource vector…