2 papers
stat.ML2024
Adaptive Conformal Inference by Betting
Aleksandr Podkopaev, Darren Xu, Kuang-Chih Lee
Conformal prediction is a valuable tool for quantifying predictive uncertainty of machine learning models. However, its applicability relies on the assumption of data exchangeabili…
cs.LG2024
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment
Zhengchao Yang, Mithun Ghosh, Anish Saha +3
Ads demand forecasting for Walmart's ad products plays a critical role in enabling effective resource planning, allocation, and management of ads performance. In this paper, we int…