Learning Job Titles Similarity from Noisy Skill Labels. - Rabih Zbib; Lucas Lacasa Alvarez; Federico Retyk; Rus Poves; Juan Aizpuru; Hermenegildo Fabregat; Vaidotas Simkus; Emília Garcia Casademont (CoRR, 2022)

Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data. - Vaidotas Simkus; Benjamin Rhodes; Michael U. Gutmann (J. Mach. Learn. Res., 2023)

Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling. - Vaidotas Simkus; Michael U. Gutmann (Trans. Mach. Learn. Res., 2023)

Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families. - Vaidotas Simkus; Michael U. Gutmann (Trans. Mach. Learn. Res., 2024)

CFMI: Flow Matching for Missing Data Imputation. - Vaidotas Simkus; Michael U. Gutmann (CoRR, 2025)