Neural Networks with Block Diagonal Inner Product Layers. - Amy Nesky; Quentin F. Stout (ICANN (3), 2018)

Training Neural Networks Using Predictor-Corrector Gradient Descent. - Amy Nesky; Quentin F. Stout (ICANN (3), 2018)

Neural networks with block diagonal inner product layers: a look at neural network architecture through the lens of random matrices. - Amy Nesky; Quentin F. Stout (Neural Comput. Appl., 2020)

Efficiency in Machine Learning with Focus on Deep Learning and Recommender Systems. - Amy Nesky (2020)

Generating Artificial Core Users for Interpretable Condensed Data. - Amy Nesky; Quentin F. Stout (CoRR, 2021)