2 papers
stat.ME2024
Cross Spline Net and a Unified World
Linwei Hu, Ye Jin Choi, Vijayan N. Nair
In today's machine learning world for tabular data, XGBoost and fully connected neural network (FCNN) are two most popular methods due to their good model performance and convenien…
stat.ML2024
Assessing Robustness of Machine Learning Models using Covariate Perturbations
Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan +1
As machine learning models become increasingly prevalent in critical decision-making models and systems in fields like finance, healthcare, etc., ensuring their robustness against…