Vaidotas Simkus

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Incomplete Data

Top Venues

Trans. Mach. Learn. Res.

J. Mach. Learn. Res.

Publications

Vaidotas Simkus, Michael U. Gutmann
Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families. CoRR (2024)
Vaidotas Simkus, Michael U. Gutmann
Improving Variational Autoencoder Estimation from Incomplete Data with Mixture Variational Families. Trans. Mach. Learn. Res. 2024 (2024)
Vaidotas Simkus, Michael U. Gutmann
Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling. Trans. Mach. Learn. Res. 2023 (2023)
Vaidotas Simkus, Michael U. Gutmann
Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling. CoRR (2023)
Vaidotas Simkus, Benjamin Rhodes, Michael U. Gutmann
Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data. J. Mach. Learn. Res. 24 (2023)
Rabih Zbib, Lucas Lacasa Alvarez, Federico Retyk, Rus Poves, Juan Aizpuru, Hermenegildo Fabregat, Vaidotas Simkus, Emília Garcia Casademont
Learning Job Titles Similarity from Noisy Skill Labels. CoRR (2022)
Vaidotas Simkus, Benjamin Rhodes, Michael U. Gutmann
Variational Gibbs inference for statistical model estimation from incomplete data. CoRR (2021)