Search Results for author: Michael Sklar

Found 3 papers, 1 papers with code

Fluent dreaming for language models

1 code implementation24 Jan 2024 T. Ben Thompson, Zygimantas Straznickas, Michael Sklar

EPO optimizes the input prompt to simultaneously maximize the Pareto frontier between a chosen internal feature and prompt fluency, enabling fluent dreaming for language models.

Adversarial Attack Language Modelling

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

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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