From Prediction to Causation: Active Experiment Design for Robust Discovery

Jothsna Praveena Pendyala, Aman Goyal

Keywords: causal inference, active learning, experiment design, uncertainty reduction, average treatment effect, causal bandits, multimodal biology, drug discovery, perturbation data, robotic labs, cross-modal learning, mediator discovery

Submission Number: 163