Hasso-Plattner-Institut
Prof. Dr. Bernhard Renard
 

Marta Lemanczyk

PhD Student

 Phone:+49 (0)331 5509 - 4975
 E-Mail:marta.lemanczyk(at)hpi.de
 Organization:Hasso Plattner Institute, University of Potsdam
 Address:Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
 Room:HPI Campus I, K-E.16
 Twitter:@m_lemanczyk

A description of my research project can be found on my page of the research school of Data Science and Engineering website. 

Research Interests

> Interpretability for genomic convolutional neural networks

> Trustworthy machine learning

> Deployment of AI for medicine and healthcare

Teaching

Winter term 2022/2023

Summer term 2022

Winter term 2021/2022

 

Presentations

  • Poster presentation at ECCB 2022: "Influence of motif interactions on post-hoc attribution methods in genomic CNN's"
  • Talk at the Joint Workshop of the German Research Training Groups in Computer Science in Dagstuhl 2022: "Interpretability of motif interactions in genomic convolutional neural networks"
  • Poster Presentation at ISMB conference 2021: "Evaluation Of Convolutional Neural Networks Containing Interactions Between Genomic Motifs" (MLCSB & Representational Learning in Biology sessions)

Publications

Hauschild, A. C., Lemanczyk, M., Matschinske, J., Frisch, T., Zolotareva, O., Holzinger, A., ... & Heider, D. (2022). Federated Random Forests can improve local performance of predictive models for various healthcare applications. Bioinformatics38(8), 2278-2286.  

https://doi.org/10.1093/bioinformatics/btac065

Academic CV

2020 - presentPh.D student at the chair for Data Analytics and Computational Statistics at Hasso Plattner Institute in Potsdam, Germany
2017 - 2019

Master in computer science at Philipps University in Marburg, Germany

2014Semester abroad at University of Vermont, USA
2013 - 2017

Bachelor in computer science at Philipps University in Marburg, Germany