Protein fitness landscapes are simpler under evolutionary distributions
An evolution-aware spectral framework is developed that incorporates the evolutionary distribution of amino acids at each sequence position, inducing an orthogonal decomposition under the evolutionary measure while preserving efficient spectral algorithms for scalable analysis and enables more accurate recovery of fitn...