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stat.ML2025
Robust Information Selection for Hypothesis Testing with Misclassification Penalties
Jayanth Bhargav, Shreyas Sundaram, Mahsa Ghasemi
We study the problem of robust information selection for a Bayesian hypothesis testing / classification task, where the goal is to identify the true state of the world from a finit…
stat.ML2024
Submodular Information Selection for Hypothesis Testing with Misclassification Penalties
Jayanth Bhargav, Mahsa Ghasemi, Shreyas Sundaram
We consider the problem of selecting an optimal subset of information sources for a hypothesis testing/classification task where the goal is to identify the true state of the world…