1 code implementation • 14 Dec 2018 • Alexander Fritzler, Varvara Logacheva, Maksim Kretov
For many natural language processing (NLP) tasks the amount of annotated data is limited.
1 code implementation • 6 Dec 2018 • Eugene Golikov, Maksim Kretov
Conventional prior for Variational Auto-Encoder (VAE) is a Gaussian distribution.
2 code implementations • 13 Dec 2017 • Vlad Zhukov, Eugene Golikov, Maksim Kretov
In natural language processing tasks performance of the models is often measured with some non-differentiable metric, such as BLEU score.
1 code implementation • 21 Nov 2017 • Eugene Golikov, Vlad Zhukov, Maksim Kretov
Variety of machine learning problems can be formulated as an optimization task for some (surrogate) loss function.