13 citations · 14 across the 2 of their papers we have counts for
3 papers
math.AT2026
LandscapeSHAP: Which Persistent Homology Class Gets the Credit?
Nikola Milićević
Shapley values, a solution concept from cooperative game theory, have recently become a standard tool for feature credit allocation in machine learning. They provide an axiomatical…
math.AT2020★ 1 cited
Convolution of Persistence Modules
Nikola Milicevic
We conduct a study of real-valued multi-parameter persistence modules as sheaves and cosheaves. Using the recent work on the homological algebra for persistence modules, we define…
math.AT2019★ 13 cited
Homological Algebra for Persistence Modules
Peter Bubenik, Nikola Milicevic
We develop some aspects of the homological algebra of persistence modules, in both the one-parameter and multi-parameter settings, considered as either sheaves or graded modules. T…