2 papers
cs.LG2025
FOSSIL: Regret-Minimizing Curriculum Learning for Metadata-Free and Low-Data Mpox Diagnosis
Sahng-Min Han, Minjae Kim, Jinho Cha +4
Deep learning in small and imbalanced biomedical datasets remains fundamentally constrained by unstable optimization and poor generalization. We present the first biomedical implem…
q-fin.CP2025
Smart Contract Adoption under Discrete Overdispersed Demand: A Negative Binomial Optimization Perspective
Jinho Cha, Sahng-Min Han, Long Pham
Effective supply chain management under high-variance demand requires models that jointly address demand uncertainty and digital contracting adoption. Existing research often simpl…