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Sameed Siddiqui
sameedms.bsky.social
did:plc:sw5xeoitxyrgzqxyf2omynx5
We drew a mathematical connection between State Space Models (SSMs) and polynomial approximation, showing how their hidden states can naturally approximate the polynomial terms that govern epistatic relationships. This makes SSMs ideal for modeling biological functions as multilinear polynomials.
2025-03-21T21:16:43.626Z