35 citations · 35 across the 2 of their papers we have counts for
3 papers
cs.SI2022
Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling
Andrew Stolman, Caleb Levy, C. Seshadhri +1
Graph representation learning (also called graph embeddings) is a popular technique for incorporating network structure into machine learning models. Unsupervised graph embedding m…
cs.LG2020★ 35 cited
Fair Classification with Group-Dependent Label Noise
Jialu Wang, Yang Liu, Caleb Levy
This work examines how to train fair classifiers in settings where training labels are corrupted with random noise, and where the error rates of corruption depend both on the label…
cs.DS2019
Splaying Preorders and Postorders
Caleb C. Levy, Robert E. Tarjan
Let be a binary search tree. We prove two results about the behavior of the Splay algorithm (Sleator and Tarjan 1985). Our first result is that inserting keys into an empty bin…