PCA of high dimensional random walks with comparison to neural network training. - Joseph M. Antognini; Jascha Sohl-Dickstein (NeurIPS, 2018)

Synthesizing Diverse, High-Quality Audio Textures. - Joseph M. Antognini; Matt Hoffman 001; Ron J. Weiss (CoRR, 2018)

Audio Texture Synthesis with Random Neural Networks: Improving Diversity and Quality. - Joseph M. Antognini; Matt Hoffman 001; Ron J. Weiss (ICASSP, 2019)

Finite size corrections for neural network Gaussian processes. - Joseph M. Antognini (CoRR, 2019)

Measuring the Effects of Data Parallelism on Neural Network Training. - Christopher J. Shallue; Jaehoon Lee 001; Joseph M. Antognini; Jascha Sohl-Dickstein; Roy Frostig; George E. Dahl (J. Mach. Learn. Res., 2019)