Python package including code and data to construct and evaluate coresets [1] and oblivious sketches [2] for logistic regression.
[1] Alexander Munteanu, Chris Schwiegelshohn, Christian Sohler, David P. Woodruff.
On coresets for logistic regression.
Advances in Neural Information Processing Systems (NeurIPS), 2018.
[2] Alexander Munteanu, Simon Omlor, David P. Woodruff.
Oblivious sketching for logistic regression.
International Conference on Machine Learning (ICML), 2021