2e65f2f2fdaf6c699b223c61b1b5ab89-AuthorFeedback.pdf

Thank you for the insightful comments. We are encouraged you find our paper a significant contribution. " Our results hold even if the parameters Pólya-Gamma method specialized to logistic regression. "specialized method already exists" The specialized method (Pólya-Gamma sampler) has running time at each epoch that "authors could comment on other possible scenarios" We focused on logistic regression as it is one of the most common Thank you for the valuable feedback. We are encouraged you find our paper interesting and substantial. We describe these applications in lines 44-50 of our paper. "Do you have a CLT for your chain?" " At your suggestion, we performed initial experiments comparing the full Laplace approxi-27 As part of our reorganization, we will include a section on experiments in the main body of the paper.