112 citations · 148 across the 11 of their papers we have counts for
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cs.LG2026
Structural Interpretations of Protein Language Model Representations via Differentiable Graph Partitioning
Siddhant Dutta, Edward Tan Beng Wai, Soumick Sarker +2
Protein language models such as ESM-2 learn rich residue representations that achieve strong performance on protein function prediction, but their features remain difficult to inte…
cs.LG2024
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources
Siddhant Dutta, Iago Leal de Freitas, Pedro Maciel Xavier +2
Federated Learning (FL) is a decentralized machine learning approach that has gained attention for its potential to enable collaborative model training across clients while protect…