2 papers
cs.LG2025
Adaptive Forests For Classification
Dimitris Bertsimas, Yubing Cui
Random Forests (RF) and Extreme Gradient Boosting (XGBoost) are two of the most widely used and highly performing classification and regression models. They aggregate equally weigh…
cs.DS2022
Minimum Cost Adaptive Submodular Cover
Hessa Al-Thani, Yubing Cui, Viswanath Nagarajan
Adaptive submodularity is a fundamental concept in stochastic optimization, with numerous applications such as sensor placement, hypothesis identification and viral marketing. We c…