publications

2023

  1. De Novo Drug Design with Joint Transformers
    Adam Izdebski, Ewelina Weglarz-Tomczak, Ewa Szczurek, and Jakub M. Tomczak
    2023
    arXiv HTML
  2. Improved Quantum Boosting
    Adam Izdebski, and Ronald Wolf
    In 31st Annual European Symposium on Algorithms (ESA 2023), 2023

2022

  1. A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction
    Krzysztof Koras, Marcin Mo{zejko, Paulina Szymczak, Adam Izdebski, Eike Staub, and Ewa Szczurek
    In Machine Learning in Computational Biology, 2022

2021

  1. A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients
    Adam Izdebski, Patrick J. Thoral, Robbert C. A. Lalisang, Dean M. McHugh, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, and 38 more authors
    2021