Author

Benoit Marteau

Georgia Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Genomics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:Arabidopsis· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:GWAS summary statistics· 1

Frequent Co-Authors

Kamran Shazand· 1 shared May D. Wang· 1 shared Oankar R. PatiliD· 1 shared Yuxuan Shen· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperGenomics

Kamran Shazand

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Data-Driven Symbolic Higher-Order Epistasis Discovery with Kolmogorov-Arnold Networks

Oankar R. Patil, Kamran Shazand, Benoit Marteau, Yuxuan Shen, May D. Wang

This paper introduces EPIK, a deep learning framework for detecting higher-order epistasis in GWAS data, showing improved performance on simulated and real datasets and identifying new gene interactions in Parkinson's Disease.

ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB) · Oct 12, 2025Peer-reviewedGenomics