Vaidotas Simkus

According to our database, Vaidotas Simkus authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Mofasa: A Step Change in Metal-Organic Framework Generation.

Vaidotas Simkus, Anders Christensen, Steven Bennett, Ian Johnson, Mark Neumann, James Gin, Jonathan Godwin, Benjamin Rhodes

CoRR, December, 2025

CFMI: Flow Matching for Missing Data Imputation.

Vaidotas Simkus, Michael U. Gutmann

CoRR, June, 2025

2024

Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families.

Vaidotas Simkus, Michael U. Gutmann

Trans. Mach. Learn. Res., 2024

2023

Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling.

Vaidotas Simkus, Michael U. Gutmann

Trans. Mach. Learn. Res., 2023

Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data.

Vaidotas Simkus, Benjamin Rhodes, Michael U. Gutmann

J. Mach. Learn. Res., 2023

2022

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