Search Results for author: Jake A. Soloff

Found 3 papers, 1 papers with code

Incentive-Theoretic Bayesian Inference for Collaborative Science

no code implementations7 Jul 2023 Stephen Bates, Michael I. Jordan, Michael Sklar, Jake A. Soloff

We show how the principal can conduct statistical inference that leverages the information that is revealed by an agent's strategic behavior -- their choice to run a trial or not.

Bayesian Inference

Bagging Provides Assumption-free Stability

1 code implementation30 Jan 2023 Jake A. Soloff, Rina Foygel Barber, Rebecca Willett

Bagging is an important technique for stabilizing machine learning models.

Principal-Agent Hypothesis Testing

no code implementations13 May 2022 Stephen Bates, Michael I. Jordan, Michael Sklar, Jake A. Soloff

The efficacy of the drug is not known to the regulator, so the pharmaceutical company must run a costly trial to prove efficacy to the regulator.

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