Andrea Karlova

I am a research student at University Collage London.

I am interesting in designing molecular representations that can speed up development of new drugs and discovery of novel materials.

I hope that my work is a small step that can improve healthcare worldwide and help to mitigate the impact of the climate change.

University College London

Computer Science

PhD
Charles University in Prague, Faculty of Mathematics and Physics

Mathematics

Masters

Last updated 2020-11-20

SWUS: Active Learning with Structure Weighted Uncertainty Score

Karlova, Andrea, and Paige, Brooks

In Conference Workshop: Accessible and Efficient Foundation Models for Biological Discovery, ICML 2024 2024
PEPSI: Post-docking Evaluation with Protein-Small Molecules Interactions,

Karlova, Andrea, Dehaen, Wim, Penciu, Andrei, Dallaway, Richard, and Goonatilake, Suran

In Conference Workshop: DGMs and Applications, NeurIPS 2021 2021
How to Reward Your Drug Agent,

Karlova, Andrea, Dehaen, Wim, and Penciu, Andrei

In Conference Workshop: DGMs and Applications, NeurIPS 2021 2021
Molecular Fingerprint VAE

Karlova, Andrea, Dehaen, Wim, and Svozil, Daniel

In Conference Workshop: Workshop on Computational Biology, ICML 2021 2021
Virtual Screening for Perovskites Discovery

Karlova, Andrea, Underwood, Cameron C.L., and Silva, Ravi

In Conference Workshop: Workshop on Tackling Climate Change with Machine Learning, ICML 2021 2021
Robustness of Latent Representations of Variational Autoencoders

Karlova, Andrea

In Conference Workshop: Workshop on Uncertainty and Robustness in Deep Learning, ICML 2020 2020
On Beyond Black

Karlová, Andrea, and Hagan, Patrick S.

Wilmott 2016