6 citations · 6 across the 2 of their papers we have counts for
4 papers
Decision-Aware Learning for Optimizing Health Supply Chains
Tsai-Hsuan Chung, Vahid Rostami, Hamsa Bastani +1
We study the problem of allocating limited supply of medical resources in developing countries, in particular, Sierra Leone. We address this problem by combining machine learning (…
Bandits for Online Calibration: An Application to Content Moderation on Social Media Platforms
Vashist Avadhanula, Omar Abdul Baki, Hamsa Bastani +17
We describe the current content moderation strategy employed by Meta to remove policy-violating content from its platforms. Meta relies on both handcrafted and learned risk models…
Meta Dynamic Pricing: Transfer Learning Across Experiments
Hamsa Bastani, David Simchi-Levi, Ruihao Zhu
We study the problem of learning shared structure \emph{across} a sequence of dynamic pricing experiments for related products. We consider a practical formulation where the unknow…
Predicting with Proxies: Transfer Learning in High Dimension
Hamsa Bastani
Predictive analytics is increasingly used to guide decision-making in many applications. However, in practice, we often have limited data on the true predictive task of interest, a…