Anna Potapenko

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 9

Top Topics

Matrix Factorization

Generative Model

Probabilistic Latent Semantic Analysis

Top Venues

Publications

Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning. CoRR (2020)
Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning. ACL (2020)
Jack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, Chloe Hillier, Timothy P. Lillicrap
Compressive Transformers for Long-Range Sequence Modelling. ICLR (2020)
Jack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, Timothy P. Lillicrap
Compressive Transformers for Long-Range Sequence Modelling. CoRR (2019)
Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
Structural and functional learning for learning language use. ViGIL@NeurIPS (2019)
Anna Potapenko
Probabilistic Approach for Embedding Arbitrary Features of Text. AIST (2018)
Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann
Learning and Evaluating Sparse Interpretable Sentence Embeddings. BlackboxNLP@EMNLP (2018)
Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann
Learning and Evaluating Sparse Interpretable Sentence Embeddings. CoRR (2018)
Anna Potapenko, Artem Popov, Konstantin V. Vorontsov
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks. CoRR (2017)
Konstantin V. Vorontsov, Anna Potapenko, Alexander Plavin
Additive Regularization of Topic Models for Topic Selection and Sparse Factorization. SLDS (2015)
Konstantin V. Vorontsov, Anna Potapenko
Additive regularization of topic models. Mach. Learn. 101 (1-3) (2015)
Konstantin V. Vorontsov, Anna Potapenko
Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization. AIST (2014)
Anna Potapenko, Konstantin V. Vorontsov
Robust PLSA Performs Better Than LDA. ECIR (2013)