SMILES-X: autonomous molecular compounds characterization for small datasets without descriptors. - Guillaume Lambard; Ekaterina Gracheva (Mach. Learn. Sci. Technol., 2020)

Trainless model performance estimation based on random weights initialisations for neural architecture search. - Ekaterina Gracheva (Array, 2021)

Trainless Model Performance Estimation for Neural Architecture Search. - Ekaterina Gracheva (CoRR, 2021)

Light and Accurate: Neural Architecture Search via Two Constant Shared Weights Initialisations. - Ekaterina Gracheva (CoRR, 2023)

Neural architecture search: two constant shared weights initialisations. - Ekaterina Gracheva (Artif. Intell. Rev., 2025)