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Combined lambdas:λ combined ± ←exp 1 |K| P c∈K logλ (c) ± return ¯G:= ({ˆmcombined +,j }p j=1,{ˆmcombined −,j }p j=1, λcombined + , λcombined − ) 22 Beyond Additive Decompositions D · 2019 · arXiv 8750.3553

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Beyond Additive Decompositions: Interpretability Through Separability

cs.LG · 2026-05-29 · unverdicted · novelty 6.0

TSL learns separable rank-1 univariate function products via stagewise greedy fitting with orthogonal refitting, reconstructible from first-order partial dependence plots with approximation guarantees.

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Beyond Additive Decompositions: Interpretability Through Separability cs.LG · 2026-05-29 · unverdicted · none · ref 12
TSL learns separable rank-1 univariate function products via stagewise greedy fitting with orthogonal refitting, reconstructible from first-order partial dependence plots with approximation guarantees.

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