Causal Discovery with Language Models as Imperfect Experts

1 code implementation • 5 Jul 2023 • Stephanie Long, Alexandre Piché, Valentina Zantedeschi, Tibor Schuster, Alexandre Drouin

Understanding the causal relationships that underlie a system is a fundamental prerequisite to accurate decision-making.

Causal Discovery Decision Making +2

Can large language models build causal graphs?

no code implementations • 7 Mar 2023 • Stephanie Long, Tibor Schuster, Alexandre Piché

Building causal graphs can be a laborious process.

Learning Modular Safe Policies in the Bandit Setting with Application to Adaptive Clinical Trials

no code implementations • 4 Mar 2019 • Hossein Aboutalebi, Doina Precup, Tibor Schuster

We present a regret bound for our approach and evaluate it empirically both on synthetic problems as well as on a dataset from the clinical trial literature.