Oskar Kviman
6 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(14)
Conferences
ICML (3)
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
variational inference
(3)
importance sampling
(2)
evidence lower bound
(2)
markov chain monte carlo
(1)
particle filter
(1)
generative model
(1)
mixture model
(1)
latent representation
(1)
normalizing flow
(1)
target distribution
(1)
variational autoencoder
(1)
lower bound
(1)
tree topology
(1)
deep ensemble
(1)
divergence minimization
(1)
resampling scheme
(1)
bayesian inference
(1)
density estimation
(1)
Papers
Variational Resampling
AISTATS 2024
Efficient Mixture Learning in Black-Box Variational Inference
ICML 2024
Indirectly Parameterized Concrete Autoencoders
ICML 2024
Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders
ICML 2023
VaiPhy: a Variational Inference Based Algorithm for Phylogeny
NIPS 2022
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations
AISTATS 2022