Tatiana Shpakova - researchr alias

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Viewing Publication 1 - 5 from 5

2021

Probabilistic personalised cascade with abstentionTatiana Shpakova, Nataliya Sokolovska. prl, 147:8-15, 2021. [doi]

2019

On Parameter Learning for Perturb-and-MAP Models. (Sur l'apprentissage des paramètres pour les modèles Perturb-and-MAP)Tatiana Shpakova. PhD thesis, PSL Research University, Paris, France, 2019. [doi]

Hyper-parameter Learning for Sparse Structured Probabilistic ModelsTatiana Shpakova, Francis Bach, Mike E. Davies. icassp 2019: 3347-3351 [doi]

2018

Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map modelsTatiana Shpakova, Francis Bach, Anton Osokin. uai 2018: 279-289 [doi]

2016

Parameter Learning for Log-supermodular DistributionsTatiana Shpakova, Francis R. Bach. nips 2016: 3234-3242 [doi]

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