254 citations · 320 across the 17 of their papers we have counts for
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stat.ML2023
Contextual Bandits for Evaluating and Improving Inventory Control Policies
Dean Foster, Randy Jia, Dhruv Madeka
Solutions to address the periodic review inventory control problem with nonstationary random demand, lost sales, and stochastic vendor lead times typically involve making strong as…
stat.ML2017★ 254 cited
A Multi-Horizon Quantile Recurrent Forecaster
Ruofeng Wen, Kari Torkkola, Balakrishnan Narayanaswamy +1
We propose a framework for general probabilistic multi-step time series regression. Specifically, we exploit the expressiveness and temporal nature of Sequence-to-Sequence Neural N…