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Ewa Szczurek
Principal Researcher, AI for Health, Helmholtz Zentrum München
Associate Professor, Faculty of Mathematics, Informatics and Mechanics, University of Warsaw
Joined
May 2022
Names
Ewa Szczurek
(Preferred)
,
Ewa Maria Szczurek
Emails
****@uw.edu.pl
(Confirmed)
,
****@helmholtz-munich.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Principal Researcher
AI for Health,
Helmholtz Zentrum München
(helmholtz-munich.de)
2024
–
Present
Associate Professor
Faculty of Mathematics, Informatics and Mechanics,
University of Warsaw
(uw.edu.pl)
2022
–
Present
Assistant Professor
University of Warsaw
(uw.edu.pl)
2015
–
2022
Postdoc
ETHZ - ETH Zurich
(ethz.ch)
2012
–
2014
Postdoc
Max Planck Institut, Max-Planck Institute
(mpip.mpg.de)
2010
–
2012
Advisors, Relations & Conflicts
Postdoc Advisor
Niko Beerenwinkel
2012
–
2014
Expertise
variational autoencoders
Present
diffusion models
Present
flow matching
Present
probabilistic graphical models
Present
transformers
Present
molecule generation
Present
multi modal data integration
Present
Publications
A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction
Krzysztof Koras
,
Marcin Możejko
,
Paulina Szymczak
,
Adam Izdebski
,
Eike Staub
,
Ewa Maria Szczurek
09 Oct 2022 (modified: 05 May 2023)
LMRL 2022 Paper
Readers:
Everyone
12 Grand Challenges in Single-Cell Data Science
David Laehnemann
,
Johannes Köster
,
Ewa Szczurek
,
Davis J. McCarthy
,
Stephanie C. Hicks
,
Mark D. Robinson
,
Catalina A. Vallejos
,
Niko Beerenwinkel
,
Kieran R. Campbell
,
Ahmed Mahfouz
,
Luca Pinello
,
Pavel Skums
,
Alexandros Stamatakis
,
Camille Stephan-Otto Attolini
,
Samuel Aparicio
,
Jasmijn A. Baaijens
,
Marleen Balvert
,
Buys de Barbanson
,
Antonio Cappuccio
,
Giacomo Corleone
et al. (31 additional authors not shown)
Published: 01 Jan 2019, Last Modified: 15 May 2023
PeerJ Prepr. 2019
Readers:
Everyone
Co-Authors
Adam Izdebski
Ahmed Mahfouz
Alex Zelikovsky
Alexander Schönhuth
Alexandros Stamatakis
Alexey M. Kozlov
Alice C. McHardy
Amir Niknejad
Antoine-Emmanuel Saliba
Antonio Cappuccio
Antonios Somarakis
Bas E. Dutilh
Benjamin J. Raphael
Boudewijn P. F. Lelieveldt
Buys de Barbanson
Camille Stephan-Otto Attolini
Catalina A. Vallejos
David Laehnemann
Davis J. McCarthy
Eike Staub
Emma M. Keizer
Fabian J. Theis
Felix Mölder
Giacomo Corleone
Huan Yang
View all 55 co-authors