@inproceedings{NEURIPS2020_d5ade38a, author = {Daneshmand, Hadi and Kohler, Jonas and Bach, Francis and Hofmann, Thomas and Lucchi, Aurelien}, booktitle = {Advances in Neural Information Processing Systems}, editor = {H. Larochelle and M. Ranzato and R. Hadsell and M.F. Balcan and H. Lin}, pages = {18387--18398}, publisher = {Curran Associates, Inc.}, title = {Batch normalization provably avoids ranks collapse for randomly initialised deep networks}, url = {https://proceedings.neurips.cc/paper_files/paper/2020/file/d5ade38a2c9f6f073d69e1bc6b6e64c1-Paper.pdf}, volume = {33}, year = {2020} }