2 papers
cs.LG2021
Learning Algorithms for Regenerative Stopping Problems with Applications to Shipping Consolidation in Logistics
Kishor Jothimurugan, Matthew Andrews, Jeongran Lee +1
We study regenerative stopping problems in which the system starts anew whenever the controller decides to stop and the long-term average cost is to be minimized. Traditional model…
cs.AI2019
Augmented Data Science: Towards Industrialization and Democratization of Data Science
Huseyin Uzunalioglu, Jin Cao, Chitra Phadke +5
Conversion of raw data into insights and knowledge requires substantial amounts of effort from data scientists. Despite breathtaking advances in Machine Learning (ML) and Artificia…