1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.CO2025★ 1 cited
Optimal graph joining with applications to isomorphism detection and identification
Phuong N. Hoàng, Kevin McGoff, Andrew B. Nobel +2
We introduce an optimal transport based approach for comparing undirected graphs with non-negative edge weights and general vertex labels, and we study connections between the resu…
cs.LG2022
A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise
Jongwoo Ko, Bongsoo Yi, Se-Young Yun
As deep neural networks can easily overfit noisy labels, robust training in the presence of noisy labels is becoming an important challenge in modern deep learning. While existing…
cs.LG2021
Alignment and Comparison of Directed Networks via Transition Couplings of Random Walks
Bongsoo Yi, Kevin O'Connor, Kevin McGoff +1
We describe and study a transport based procedure called NetOTC (network optimal transition coupling) for the comparison and alignment of two networks. The networks of interest may…