2 papers
cs.LG2025
Foundation models for time series forecasting: Application in conformal prediction
Sami Achour, Yassine Bouher, Duong Nguyen +1
The zero-shot capabilities of foundation models (FMs) for time series forecasting offer promising potentials in conformal prediction, as most of the available data can be allocated…
cs.AI2024
Magazine Supply Optimization: a Case-study
Duong Nguyen, Ana Ulianovici, Sami Achour +2
Supply optimization is a complex and challenging task in the magazine retail industry because of the fixed inventory assumption, irregular sales patterns, and varying product and p…