Tatiana Shpakova

According to our database, Tatiana Shpakova authored at least 5 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Probabilistic personalised cascade with abstention.

Tatiana Shpakova, Nataliya Sokolovska

Pattern Recognit. Lett., 2021

2019

On Parameter Learning for Perturb-and-MAP Models. (Sur l'apprentissage des paramètres pour les modèles Perturb-and-MAP).

Tatiana Shpakova

PhD thesis, 2019

Hyper-parameter Learning for Sparse Structured Probabilistic Models.

Tatiana Shpakova, Francis R. Bach, Mike E. Davies

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models.

Tatiana Shpakova, Francis R. Bach, Anton Osokin

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

2016

Parameter Learning for Log-supermodular Distributions.

Tatiana Shpakova, Francis R. Bach

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016