Shreyas N. Samaga

activity

20182026

most citedTopological Deep Learning: Going Beyond Graph Data

27 citations · 31 across the 7 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.LG2023

ICML 2023 Topological Deep Learning Challenge : Design and Results

Mathilde Papillon, Mustafa Hajij, Helen Jenne +53

This paper presents the computational challenge on topological deep learning that was hosted within the ICML 2023 Workshop on Topology and Geometry in Machine Learning. The competi…

cs.LG2023★ 1 cited

GRIL: A $2$ -parameter Persistence Based Vectorization for Machine Learning

Cheng Xin, Soham Mukherjee, Shreyas N. Samaga +1

$1$ -parameter persistent homology, a cornerstone in Topological Data Analysis (TDA), studies the evolution of topological features such as connected components and cycles hidden in…

ICML 2023 Topological Deep Learning Challenge : Design and Results

GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning

GRIL: A $2$ -parameter Persistence Based Vectorization for Machine Learning