Stoil Ganev

According to our database, Stoil Ganev authored at least 3 papers between 2022 and 2024.

Collaborative distances:

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

2024

InfoNCE is variational inference in a recognition parameterised model.

Laurence Aitchison, Stoil Ganev

Trans. Mach. Learn. Res., 2024

2023

Semi-supervised learning with a principled likelihood from a generative model of data curation.

Stoil Ganev, Laurence Aitchison

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Data augmentation in Bayesian neural networks and the cold posterior effect.

Seth Nabarro, Stoil Ganev, Adrià Garriga-Alonso, Vincent Fortuin, Mark van der Wilk, Laurence Aitchison

Proceedings of the Uncertainty in Artificial Intelligence, 2022