2 papers
cs.LG2026
Bi-Level Online Provisioning and Scheduling with Switching Costs and Cross-Level Constraints
Jialei Liu, C. Emre Koksal, Ming Shi
We study a bi-level online provisioning and scheduling problem motivated by network resource allocation, where provisioning decisions are made at a slow time scale while queue-/sta…
stat.ML2025
Heterogeneous Multisource Transfer Learning via Model Averaging for Positive-Unlabeled Data
Jialei Liu, Jun Liao, Kuangnan Fang
Positive-Unlabeled (PU) learning presents unique challenges due to the lack of explicitly labeled negative samples, particularly in high-stakes domains such as fraud detection and…