2 papers
cs.LG2020
Conjecturing-Based Discovery of Patterns in Data
J. P. Brooks, D. J. Edwards, C. E. Larson +1
We propose the use of a conjecturing machine that suggests feature relationships in the form of bounds involving nonlinear terms for numerical features and boolean expressions for…
math.OC2020
-norm regularized -norm best-fit line problem
Xiao Ling, J. Paul Brooks
This work develops a sparse and outlier-insensitive method to fit a one-dimensional subspace that can be used as a replacement for eigenvector methods such as principal component a…