%0 Generic %1 botnan2021signed %A Botnan, Magnus Bakke %A Oppermann, Steffen %A Oudot, Steve %D 2021 %K statistics topology %T Signed Barcodes for Multi-Parameter Persistence via Rank Decompositions and Rank-Exact Resolutions %U http://arxiv.org/abs/2107.06800 %X In this paper we introduce the signed barcode, a new visual representation of the global structure of the rank invariant of a multi-parameter persistence module or, more generally, of a poset representation. Like its unsigned counterpart in one-parameter persistence, the signed barcode encodes the rank invariant as a $Z$-linear combination of rank invariants of indicator modules supported on segments in the poset. It can also be enriched to encode the generalized rank invariant as a $Z$-linear combination of generalized rank invariants in fixed classes of interval modules. In the paper we develop the theory behind these rank invariant decompositions, showing under what conditions they exist and are unique -- so the signed barcode is canonically defined. We also connect them to the line of work on generalized persistence diagrams via Möbius inversions, deriving explicit formulas to compute a rank decomposition and its associated signed barcode. Finally, we show that, similarly to its unsigned counterpart, the signed barcode has its roots in algebra, coming from a projective resolution of the module in some exact category. To complete the picture, we show some experimental results that illustrate the contribution of the signed barcode in the exploration of multi-parameter persistence modules.

@misc{botnan2021signed, abstract = {In this paper we introduce the signed barcode, a new visual representation of the global structure of the rank invariant of a multi-parameter persistence module or, more generally, of a poset representation. Like its unsigned counterpart in one-parameter persistence, the signed barcode encodes the rank invariant as a $\mathbb{Z}$-linear combination of rank invariants of indicator modules supported on segments in the poset. It can also be enriched to encode the generalized rank invariant as a $\mathbb{Z}$-linear combination of generalized rank invariants in fixed classes of interval modules. In the paper we develop the theory behind these rank invariant decompositions, showing under what conditions they exist and are unique -- so the signed barcode is canonically defined. We also connect them to the line of work on generalized persistence diagrams via M\"obius inversions, deriving explicit formulas to compute a rank decomposition and its associated signed barcode. Finally, we show that, similarly to its unsigned counterpart, the signed barcode has its roots in algebra, coming from a projective resolution of the module in some exact category. To complete the picture, we show some experimental results that illustrate the contribution of the signed barcode in the exploration of multi-parameter persistence modules.}, added-at = {2022-02-09T15:23:09.000+0100}, author = {Botnan, Magnus Bakke and Oppermann, Steffen and Oudot, Steve}, biburl = {https://www.bibsonomy.org/bibtex/23063325a0514d454059ad5938a90589f/cmcneile}, description = {Signed Barcodes for Multi-Parameter Persistence via Rank Decompositions and Rank-Exact Resolutions}, interhash = {63d5fa08f199dc6b23ac4a4525162461}, intrahash = {3063325a0514d454059ad5938a90589f}, keywords = {statistics topology}, note = {cite arxiv:2107.06800}, timestamp = {2022-02-09T15:23:09.000+0100}, title = {Signed Barcodes for Multi-Parameter Persistence via Rank Decompositions and Rank-Exact Resolutions}, url = {http://arxiv.org/abs/2107.06800}, year = 2021 }