Anna Potapenko

According to our database, Anna Potapenko authored at least 11 papers between 2013 and 2020.

Collaborative distances:

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

2020

Compressive Transformers for Long-Range Sequence Modelling.

Jack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, Chloe Hillier, Timothy P. Lillicrap

Proceedings of the 8th International Conference on Learning Representations, 2020

Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning.

Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Compressive Transformers for Long-Range Sequence Modelling.

Jack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, Timothy P. Lillicrap

CoRR, 2019

Structural and functional learning for learning language use.

Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

2018

Learning and Evaluating Sparse Interpretable Sentence Embeddings.

Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Probabilistic Approach for Embedding Arbitrary Features of Text.

Anna Potapenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2018

2017

Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks.

Anna Potapenko, Artem Popov, Konstantin V. Vorontsov

CoRR, 2017

2015

Additive regularization of topic models.

Konstantin V. Vorontsov, Anna Potapenko

Mach. Learn., 2015

Additive Regularization of Topic Models for Topic Selection and Sparse Factorization.

Konstantin V. Vorontsov, Anna Potapenko, Alexander Plavin

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

2014

Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization.

Konstantin V. Vorontsov, Anna Potapenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2014

2013

Robust PLSA Performs Better Than LDA.

Anna Potapenko, Konstantin V. Vorontsov

Proceedings of the Advances in Information Retrieval, 2013