AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing

Samuel Bright-Thonney, Christina Reissel, Gaia Grosso +6

Novelty detection in large scientific datasets faces two key challenges: the noisy and high-dimensional nature of experimental data, and the necessity of making statistically robus…