Optimal linear ensemble of binary classifiers
- Mehmet Eren Ahsen
- Robert Vogel
- et al.
- 2024
- Bioinformatics Advances
Publications
11 results for Robert Vogel
The Fermi–Dirac distribution provides a calibrated probabilistic output for binary classifiers
- Sung-Cheol Kim
- Adith S. Arun
- et al.
- 2021
- PNAS
R/PY-SUMMA: An R/Python Package for Unsupervised Ensemble Learning for Binary Classification Problems in Bioinformatics
- Mehmet Eren Ahsen
- Robert Vogel
- et al.
- 2020
- Journal of Computational Biology
Unsupervised evaluation and weighted aggregation of ranked classification predictions
- Mehmet Eren Ahsen
- Robert Vogel
- et al.
- 2019
- JMLR
Critical slowing down in biochemical networks with feedback
- Tommy A. Byrd
- Amir Erez
- et al.
- 2019
- Physical Review E
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
- Michael P. Menden
- Dennis Wang
- et al.
- 2019
- Nature Communications
Mitochondrial origins of fractional control in regulated cell death
- Luís C. Santos
- Robert Vogel
- et al.
- 2019
- Nature Communications
Universality of biochemical feedback and its application to immune cells
- Amir Erez
- Tommy A. Byrd
- et al.
- 2019
- Physical Review E
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
- Slim Fourati
- Aarthi Talla
- et al.
- 2018
- Nature Communications
Modeling of cytometry data in logarithmic space: When is a bimodal distribution not bimodal?
- Amir Erez
- Robert Vogel
- et al.
- 2018
- Cytometry Part A