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Oskar Kviman
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 9
Top Topics
Density Estimation
Monte Carlo
Latent Space
Importance Sampling
Top Venues
CoRR
AISTATS
ICANN (1)
ICML
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Publications
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Oskar Kviman
,
Ricky Molén
,
Alexandra Hotti
,
Semih Kurt
,
Víctor Elvira
,
Jens Lagergren
Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders.
ICML
(2023)
Oskar Kviman
,
Ricky Molén
,
Jens Lagergren
Improved Variational Bayesian Phylogenetic Inference using Mixtures.
CoRR
(2023)
Oskar Kviman
,
Harald Melin
,
Hazal Koptagel
,
Víctor Elvira
,
Jens Lagergren
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations.
CoRR
(2022)
Oskar Kviman
,
Harald Melin
,
Hazal Koptagel
,
Victor Elvira
,
Jens Lagergren
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations.
AISTATS
(2022)
Oskar Kviman
,
Hazal Koptagel
,
Harald Melin
,
Jens Lagergren
Statistical Distance Based Deterministic Offspring Selection in SMC Methods.
CoRR
(2022)
Oskar Kviman
,
Ricky Molén
,
Alexandra Hotti
,
Semih Kurt
,
Víctor Elvira
,
Jens Lagergren
Learning with MISELBO: The Mixture Cookbook.
CoRR
(2022)
Hazal Koptagel
,
Oskar Kviman
,
Harald Melin
,
Negar Safinianaini
,
Jens Lagergren
VaiPhy: a Variational Inference Based Algorithm for Phylogeny.
NeurIPS
(2022)
Hazal Koptagel
,
Oskar Kviman
,
Harald Melin
,
Negar Safinianaini
,
Jens Lagergren
VaiPhy: a Variational Inference Based Algorithm for Phylogeny.
CoRR
(2022)
Ramon H. Martinez
,
Oskar Kviman
,
Anders Lansner
,
Pawel Andrzej Herman
Sequence Disambiguation with Synaptic Traces in Associative Neural Networks.
ICANN (1)
(2019)