2 papers
stat.ML2026
On Consistency of Signature Using Lasso
Xin Guo, Binnan Wang, Ruixun Zhang +1
Signatures are iterated path integrals of continuous and discrete-time processes, and their universal nonlinearity linearizes the problem of feature selection in time series data a…
q-fin.RM2025
The checkerboard copula and dependence concepts
Liyuan Lin, Ruodu Wang, Ruixun Zhang +1
We study the problem of choosing the copula when the marginal distributions of a random vector are not all continuous. Inspired by four motivating examples including simulation fro…