Phillip Howard

Design of experiments and response surface methodology to tune machine learning hyperparameters, with a random forest case-study

Gustavo A. Lujan-Moreno, Phillip Howard, Omar Rojas et al. · Expert Systems with Applications · 2018 · 157 citations

Artificial Intelligence, Hyperparameter Estimation, Engineering +13

Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs

Phillip Howard, Arden Ma, Vasudev Lal et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 16 citations · Full text

InterpreT: An Interactive Visualization Tool for Interpreting Transformers

Vasudev Lal, Arden Ma, Estelle Aflalo et al. · 2021 · 13 citations · Full text

Engineering, Visualization (Graphics), System Demonstrations +20

Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis

Phillip Howard, Daniel W. Apley, George C. Runger · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 10 citations

Geometric Learning, Engineering, Machine Learning +21