Given a gauged linear sigma model (GLSM) realizing a projective variety in one of its phases, i.e. its quantum K"ahler moduli has a maximally unipotent point, we propose an \emph{extended} GLSM realizing the homological projective dual category to as the category of B-branes of the Higgs branch of one of its phases. In most of the cases, the models and are anomalous and the analysis of their Coulomb and mixed Coulomb-Higgs branches gives information on the semiorthogonal/Lefschetz decompositions of and . We also study the models and that correspond to homological projective duality of linear sections of . This explains why, in many cases, two phases of a GLSM are related by homological projective duality. We study mostly abelian examples: linear and Veronese embeddings of and Fano complete intersections in . In such cases, we are able to reproduce known results as well as produce some new conjectures. In addition, we comment on the construction of the HPD to a nonabelian GLSM for the Pl"ucker embedding of the Grassmannian .

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