2 papers
stat.ML2019
Learning to Benchmark: Determining Best Achievable Misclassification Error from Training Data
Morteza Noshad, Li Xu, Alfred Hero
We address the problem of learning to benchmark the best achievable classifier performance. In this problem the objective is to establish statistically consistent estimates of the…
math.AP2016
On global dynamics of three dimensional magnetohydrodynamics: nonlinear stability of Alfvén waves
Ling-Bing He, Li Xu, Pin Yu
We construct and study global solutions for the 3-dimensional incompressible MHD systems with arbitrary small viscosity. In particular, we provide a rigorous justification for the…