Search Results for author: Aviva Prins

Found 2 papers, 1 papers with code

Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting

1 code implementation14 Jun 2021 Christine Herlihy, Aviva Prins, Aravind Srinivasan, John P. Dickerson

Restless and collapsing bandits are often used to model budget-constrained resource allocation in settings where arms have action-dependent transition probabilities, such as the allocation of health interventions among patients.

Fairness

An Online Optimization-Based Decision Support Tool for Small Farmers in India: Learning in Non-stationary Environments

no code implementations28 Nov 2023 Tuxun Lu, Aviva Prins

Crop management decision support systems are specialized tools for farmers that reduce the riskiness of revenue streams, especially valuable for use under the current climate changes that impact agricultural productivity.

Management

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