2 papers
cs.LG2024
LLM Embeddings Improve Test-time Adaptation to Tabular -Shifts
Yibo Zeng, Jiashuo Liu, Henry Lam +1
For tabular datasets, the change in the relationship between the label and covariates (-shifts) is common due to missing variables (a.k.a. confounders). Since it is impossible…
math.OC2024
Design and Scheduling of an AI-based Queueing System
Jiung Lee, Hongseok Namkoong, Yibo Zeng
To leverage prediction models to make optimal scheduling decisions in service systems, we must understand how predictive errors impact congestion due to externalities on the delay…