Melania Nowicka

According to our database, Melania Nowicka authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Beware of Data Leakage from Protein LLM Pretraining.

Leon Hermann, Tobias Fiedler, Hoang An Nguyen, Melania Nowicka, Jakub M. Bartoszewicz

Proceedings of the Machine Learning in Computational Biology, 2024

2023

Design and multi-criteria optimization of cell classifier circuits in cancer therapy (Design und multikriterielle Optimierung von Zellklassifikationsschaltkreisen in der Tumortherapie)

Melania Nowicka

PhD thesis, 2023

Evaluating Tuning Strategies for Sequence Generation with Protein Language Models.

Andrea Nathansen, Kevin Klein, Bernhard Y. Renard, Melania Nowicka, Jakub M. Bartoszewicz

Proceedings of the Machine Learning in Computational Biology, November 30, 2023

2022

CovRadar: continuously tracking and filtering SARS-CoV-2 mutations for genomic surveillance.

Alice Wittig, Fábio Miranda, Martin Hölzer, Tom Altenburg, Jakub M. Bartoszewicz, Sebastian Beyvers, Marius A. Dieckmann, Ulrich Genske, Sven H. Giese, Melania Nowicka, Hugues Richard, Henning Schiebenhoefer, Anna-Juliane Schmachtenberg, Paul Sieben, Ming Tang, Julius Tembrockhaus, Bernhard Y. Renard, Stephan Fuchs

Bioinform., 2022

Detecting DNA of novel fungal pathogens using ResNets and a curated fungi-hosts data collection.

Jakub M. Bartoszewicz, Ferdous Nasri, Melania Nowicka, Bernhard Y. Renard

Bioinform., 2022

2019

Designing Distributed Cell Classifier Circuits Using a Genetic Algorithm.

Melania Nowicka, Heike Siebert

Proceedings of the Computational Methods in Systems Biology, 2019