27 citations · 29 across the 3 of their papers we have counts for
4 papers
HalluZig: Hallucination Detection using Zigzag Persistence
Shreyas N. Samaga, Gilberto Gonzalez Arroyo, Tamal K. Dey
The factual reliability of Large Language Models (LLMs) remains a critical barrier to their adoption in high-stakes domains due to their propensity to hallucinate. Current detectio…
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…
Topological Deep Learning: Going Beyond Graph Data
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou +11
Topological deep learning is a rapidly growing field that pertains to the development of deep learning models for data supported on topological domains such as simplicial complexes…
Segmenting a Surface Mesh into Pants Using Morse Theory
Mustafa Hajij, Tamal Dey, Xin Li
A pair of pants is a genus zero orientable surface with three boundary components. A pants decomposition of a surface is a finite collection of unordered pairwise disjoint simple c…