Koushik
@koushikn.bsky.social
Data Scientist Generative AI @BayerCropScience. ML for Plant Biology. PhD @IowaStateUniversity https://www.linkedin.com/in/koushik-nagasubramanian/
please add me too. I work on ML for Plant Biology
June 28, 2025 at 6:11 PM
please add me too. I work on ML for Plant Biology
Reposted by Koushik
DEGU distills an ensemble of models into a single model, retaining the ensemble’s predictive performance while providing uncertainty estimates - ie both epistemic (or model) and aleatoric (or data) uncertainty.
Led by @zrcjessica
Paper: www.biorxiv.org/content/10.1...
2/n
Led by @zrcjessica
Paper: www.biorxiv.org/content/10.1...
2/n
Uncertainty-aware genomic deep learning with knowledge distillation
Deep neural networks (DNNs) have advanced predictive modeling for regulatory genomics, but challenges remain in ensuring the reliability of their predictions and understanding the key factors behind t...
www.biorxiv.org
November 16, 2024 at 4:14 PM
DEGU distills an ensemble of models into a single model, retaining the ensemble’s predictive performance while providing uncertainty estimates - ie both epistemic (or model) and aleatoric (or data) uncertainty.
Led by @zrcjessica
Paper: www.biorxiv.org/content/10.1...
2/n
Led by @zrcjessica
Paper: www.biorxiv.org/content/10.1...
2/n