Georg K. Gerber

According to our database, Georg K. Gerber authored at least 9 papers between 2002 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Set-Aggregated Genome Embeddings for Microbiome Abundance Prediction.

Younhun Kim, Georg K. Gerber, Travis E. Gibson

CoRR, May, 2026

2025

Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop.

Elizabeth Fahsbender, Alma Andersson, Jeremy Ash, Polina Binder, Daniel Burkhardt, Benjamin Chang, Georg K. Gerber, Anthony Gitter, Patrick Godau, Ankit Gupta, Genevieve Haliburton, Siyu He, Trey Ideker, Ivana Jelic, Aly Khan, Yang-Joon Kim, Aditi S. Krishnapriyan, Jon M. Laurent, Tianyu Liu, Emma Lundberg, Shalin B. Mehta, Rob Moccia, Angela Oliveira Pisco, Katherine S. Pollard, Suresh Ramani, Julio Saez-Rodriguez, Yasin Senbabaoglu, Elana Simon, Srinivasan Sivanandan, Gustavo Stolovitzky, Marc Valer, Bo Wang, Xikun Zhang, James Zou, Katrina Kalantar

CoRR, July, 2025

2018

Robust and Scalable Models of Microbiome Dynamics.

Travis E. Gibson, Georg K. Gerber

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

The Human Microbiome: Informatics Challenges and Opportunities.

Alexander V. Alekseyenko, Michael J. Becich, Todd Z. DeSantis, Jack A. Gilbert, Georg K. Gerber

Proceedings of the AMIA 2016, 2016

2012

Inferring Dynamic Signatures of Microbes in Complex Host Ecosystems.

Georg K. Gerber, Andrew B. Onderdonk, Lynn Bry

PLoS Comput. Biol., 2012

2010

Discovering homotypic binding events at high spatial resolution.

Yuchun Guo, Georgios Papachristoudis, Robert C. Altshuler, Georg K. Gerber, Tommi S. Jaakkola, David K. Gifford, Shaun Mahony

Bioinform., 2010

2007

Automated Discovery of Functional Generality of Human Gene Expression Programs.

Georg K. Gerber, Robin D. Dowell, Tommi S. Jaakkola, David K. Gifford

PLoS Comput. Biol., 2007

2003

Continuous Representations of Time-Series Gene Expression Data.

Ziv Bar-Joseph, Georg K. Gerber, David K. Gifford, Tommi S. Jaakkola, Itamar Simon

J. Comput. Biol., 2003

2002

A new approach to analyzing gene expression time series data.

Ziv Bar-Joseph, Georg K. Gerber, David K. Gifford, Tommi S. Jaakkola, Itamar Simon

Proceedings of the Sixth Annual International Conference on Computational Biology, 2002