My Recent Publications

1. CACHE Challenge #3: Targeting the Nsp3 Macrodomain of SARS-CoV-2

   Herasymenko, O., and others,

   Journal of Chemical Information and Modeling 2026
2. CACHE Challenge #2: Targeting the RNA Site of the SARS-CoV2 Helicase Nsp13

   Herasymenko, O., and others,

   Journal of Chemical Information and Modeling 2025
3. Variational Inference with Censored Gaussian Process Regressors

   Karlová, Andrea, Kabra, R., Souza, D., and Paige, B.

   In ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling 2024
4. SWUS: Active Learning with Structure Weighted Uncertainty Score

   Karlová, Andrea, and Paige, B.

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

   Karlová, Andrea, Dehaen, W., Penciu, A., Dallaway, R., and Goonatilake, S.

   In Conference Workshop, WCB ICML 2022 2022
6. How to Reward Your Drug Agent

   Karlová, Andrea, Dehaen, Wim, and Penciu, Andrei

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

   Karlová, Andrea, Dehaen, Wim, and Svozil, Daniel

   In ICML Workshop on Computational Biology 2021
8. Virtual Screening for Perovskites Discovery

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

   In ICML 2021 Workshop on Tackling Climate Change with Machine Learning 2021
9. Robustness of Latent Representations of Variational Autoencoders

   Karlová, Andrea

   In ICML Workshop on Uncertainty and Robustness in Deep Learning 2020
10. Distributional Tail Estimation through its Characteristic Function

    Klebanov, L., and Karlová, Andrea

    Journal of Mathematical Sciences 2018
11. On Beyond Black

    Karlová, Andrea, and Hagan, Patrick S.

    Wilmott 2016
12. On distribution of product of stable laws

    Karlová, Andrea

    SIAM Theory of Probability and its Applications 2015
13. Levy Processes and Balayage Spaces

    Karlová, Andrea

    In ROBUST 2008, Proceedings of the 13th Summer School of the Union of Czech Mathematicians and Physicists 2008

Last updated 2026-02-28 5:55 PM