Author

Siddharth Sabata

Carnegie Mellon University

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

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:phylogenetics / evolution· 1

Frequent Co-Authors

Russell S. SchwartziD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

Scaling and Generalization of Discrete Diffusion Models for Tumor Phylogenies

Siddharth Sabata, Russell S. Schwartz

This study uses discrete diffusion models to generate tumor phylogenies, finding that mid-scale models outperform deeper ones and that diverse training improves cross-regime generalization.

bioRxiv · Mar 26, 2026 · PreprintBioinformatics