no code implementations • 20 Feb 2024 • Cornelius Fritz, Co-Pierre Georg, Angelo Mele, Michael Schweinberger
Modern software development involves collaborative efforts and reuse of existing code, which reduces the cost of developing new software.
no code implementations • 13 Dec 2020 • Jonathan Stewart, Michael Schweinberger
We demonstrate that scalable estimation of random graph models with dependent edges is possible, by establishing convergence rates of pseudo-likelihood-based $M$-estimators for discrete undirected graphical models with exponential parameterizations and parameter vectors of increasing dimension in single-observation scenarios.
Statistics Theory Statistics Theory
