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Conference and Workshop Papers
- 2024
[c7]Oskar Kviman, Nicola Branchini, Víctor Elvira, Jens Lagergren:
Variational Resampling. AISTATS 2024: 3286-3294- [c6]Alexandra Hotti, Oskar Kviman, Ricky Molén, Víctor Elvira, Jens Lagergren:
Efficient Mixture Learning in Black-Box Variational Inference. ICML 2024 - [c5]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. ICML 2024 - 2023
- [c4]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: 18008-18022 - 2022
- [c3]Oskar Kviman, Harald Melin, Hazal Koptagel, Victor Elvira, Jens Lagergren:
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations. AISTATS 2022: 10687-10702 - [c2]Hazal Koptagel, Oskar Kviman, Harald Melin, Negar Safinianaini, Jens Lagergren:
VaiPhy: a Variational Inference Based Algorithm for Phylogeny. NeurIPS 2022 - 2019
- [c1]Ramon H. Martinez, Oskar Kviman, Anders Lansner, Pawel Andrzej Herman:
Sequence Disambiguation with Synaptic Traces in Associative Neural Networks. ICANN (1) 2019: 793-805
Informal and Other Publications
- 2024
- [i7]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 abs/2403.00563 (2024) - [i6]Alexandra Hotti, Oskar Kviman, Ricky Molén, Víctor Elvira, Jens Lagergren:
Efficient Mixture Learning in Black-Box Variational Inference. CoRR abs/2406.07083 (2024) - 2023
- [i5]Oskar Kviman, Ricky Molén, Jens Lagergren:
Improved Variational Bayesian Phylogenetic Inference using Mixtures. CoRR abs/2310.00941 (2023) - 2022
- [i4]Oskar Kviman, Harald Melin, Hazal Koptagel, Víctor Elvira, Jens Lagergren:
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations. CoRR abs/2202.10951 (2022) - [i3]Hazal Koptagel, Oskar Kviman, Harald Melin, Negar Safinianaini, Jens Lagergren:
VaiPhy: a Variational Inference Based Algorithm for Phylogeny. CoRR abs/2203.01121 (2022) - [i2]Oskar Kviman, Ricky Molén, Alexandra Hotti, Semih Kurt, Víctor Elvira, Jens Lagergren:
Learning with MISELBO: The Mixture Cookbook. CoRR abs/2209.15514 (2022) - [i1]Oskar Kviman, Hazal Koptagel, Harald Melin, Jens Lagergren:
Statistical Distance Based Deterministic Offspring Selection in SMC Methods. CoRR abs/2212.12290 (2022)
Coauthor Index
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