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Stoil Ganev
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Generative Model
Survey Data
Probability Distribution
Variational Inference
Top Venues
CoRR
ICLR
UAI
Trans. Mach. Learn. Res.
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Publications
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Laurence Aitchison
,
Stoil Ganev
InfoNCE is variational inference in a recognition parameterised model.
Trans. Mach. Learn. Res.
2024 (2024)
Stoil Ganev
,
Laurence Aitchison
Semi-supervised learning with a principled likelihood from a generative model of data curation.
ICLR
(2023)
Seth Nabarro
,
Stoil Ganev
,
Adrià Garriga-Alonso
,
Vincent Fortuin
,
Mark van der Wilk
,
Laurence Aitchison
Data augmentation in Bayesian neural networks and the cold posterior effect.
UAI
(2022)
Seth Nabarro
,
Stoil Ganev
,
Adrià Garriga-Alonso
,
Vincent Fortuin
,
Mark van der Wilk
,
Laurence Aitchison
Data augmentation in Bayesian neural networks and the cold posterior effect.
CoRR
(2021)