Elissavet Zacharopoulou

Agentomics is an autonomous system that generates ML models for biomedical tasks, outperforming existing agentic systems and human-engineered models on 11/20 datasets.

DiscrimAlign learns substitution matrices and gap penalties for sequence alignment to predict microRNA-target interactions, achieving performance comparable to neural networks while being more interpretable.