2 papers
cs.LG2024
Learning Decisions Offline from Censored Observations with ε-insensitive Operational Costs
Minxia Chen, Ke Fu, Teng Huang +1
Many important managerial decisions are made based on censored observations. Making decisions without adequately handling the censoring leads to inferior outcomes. We investigate t…
cs.DS2023
Cardinality-Constrained Continuous Knapsack Problem with Concave Piecewise-Linear Utilities
Miao Bai, Carlos Cardonha
We study an extension of the cardinality-constrained knapsack problem wherein each item has a concave piecewise linear utility structure (CCKP), which is motivated by applications…