Tatiana Shpakova

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 6

Top Topics

Parameter Learning

Efficient Learning

Probabilistic Model

Top Venues

PSL Research University, Paris, France (PHD)

Education History

PSL Research University, Paris, France

PHD

Publications

Tatiana Shpakova, Nataliya Sokolovska
Probabilistic personalised cascade with abstention. Pattern Recognit. Lett. 147 (2021)
Tatiana Shpakova, Francis R. Bach, Mike E. Davies
Hyper-parameter Learning for Sparse Structured Probabilistic Models. ICASSP (2019)
Tatiana Shpakova, Francis R. Bach, Anton Osokin
Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models. CoRR (2018)
Tatiana Shpakova, Francis R. Bach, Anton Osokin
Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models. UAI (2018)
Tatiana Shpakova, Francis R. Bach
Parameter Learning for Log-supermodular Distributions. NIPS (2016)
Tatiana Shpakova, Francis R. Bach
Parameter Learning for Log-supermodular Distributions. CoRR (2016)