Study of cell differentiation by phylogenetic analysis using histone modification data. - Nishanth Ulhas Nair; Yu Lin 001; Ana Manasovska; Jelena Antic; Paulina Grnarova; Avinash Das Sahu; Philipp Bucher; Bernard M. E. Moret (BMC Bioinform., 2014)

A maximum-likelihood approach for building cell-type trees by lifting. - Nishanth Ulhas Nair; Laura Hunter; Mingfu Shao; Paulina Grnarova; Yu Lin 001; Philipp Bucher; Bernard M. E. Moret (BMC Genom., 2016)

Neural Document Embeddings for Intensive Care Patient Mortality Prediction. - Paulina Grnarova; Florian Schmidt 005; Stephanie L. Hyland; Carsten Eickhoff (CoRR, 2016)

Neural Multi-step Reasoning for Question Answering on Semi-structured Tables. - Till Haug; Octavian-Eugen Ganea; Paulina Grnarova (ECIR, 2018)

An Online Learning Approach to Generative Adversarial Networks. - Paulina Grnarova; Kfir Y. Levy; Aurélien Lucchi; Thomas Hofmann 001; Andreas Krause 001 (ICLR (Poster), 2018)

Defending Against Adversarial Attacks by Leveraging an Entire GAN. - Gokula Krishnan Santhanam; Paulina Grnarova (CoRR, 2018)

Evaluating GANs via Duality. - Paulina Grnarova; Kfir Y. Levy; Aurélien Lucchi; Nathanaël Perraudin; Thomas Hofmann 001; Andreas Krause 001 (CoRR, 2018)

A Domain Agnostic Measure for Monitoring and Evaluating GANs. - Paulina Grnarova; Kfir Y. Levy; Aurélien Lucchi; Nathanaël Perraudin; Ian J. Goodfellow; Thomas Hofmann 001; Andreas Krause 001 (NeurIPS, 2019)

Generative Minimization Networks: Training GANs Without Competition. - Paulina Grnarova; Yannic Kilcher; Kfir Y. Levy; Aurélien Lucchi; Thomas Hofmann 001 (CoRR, 2021)

A Game-theoretic Approach to Generative Modeling. - Paulina Grnarova (2021)

Explicit Word Density Estimation for Language Modelling. - Jovan Andonov; Octavian Ganea; Paulina Grnarova; Gary Bécigneul; Thomas Hofmann 001 (CoRR, 2024)