2 papers
cs.LG2025
Learning Ensembles of Interpretable Simple Structure
Gaurav Arwade, Sigurdur Olafsson
Decision-making in complex systems often relies on machine learning models, yet highly accurate models such as XGBoost and neural networks can obscure the reasoning behind their pr…
stat.ML2021
Sub-Setting Algorithm for Training Data Selection in Pattern Recognition
AGaurav Arwade, Sigurdur Olafsson
Modern pattern recognition tasks use complex algorithms that take advantage of large datasets to make more accurate predictions than traditional algorithms such as decision trees o…