Oskar Kviman

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Variational Inference

Density Estimation

Top Venues

Publications

Alfred Nilsson, Klas Wijk, Sai Bharath Chandra Gutha, Erik Englesson, Alexandra Hotti, Carlo Saccardi, Oskar Kviman, Jens Lagergren, Ricardo Vinuesa, Hossein Azizpour
Indirectly Parameterized Concrete Autoencoders. CoRR (2024)
Alexandra Hotti, Oskar Kviman, Ricky Molén, Víctor Elvira, Jens Lagergren
Efficient Mixture Learning in Black-Box Variational Inference. CoRR (2024)
Oskar Kviman, Nicola Branchini, Víctor Elvira, Jens Lagergren
Variational Resampling. AISTATS (2024)
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)