50 citations · 50 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Algorithms for Learning Graphs in Financial Markets
José Vinícius de Miranda Cardoso, Jiaxi Ying, Daniel Perez Palomar
In the past two decades, the field of applied finance has tremendously benefited from graph theory. As a result, novel methods ranging from asset network estimation to hierarchical…
stat.ML2019★ 50 cited
A Unified Framework for Structured Graph Learning via Spectral Constraints
Sandeep Kumar, Jiaxi Ying, José Vinícius de M. Cardoso +1
Graph learning from data represents a canonical problem that has received substantial attention in the literature. However, insufficient work has been done in incorporating prior s…