Topological Data Analysis of Decision Boundaries with Application to Model Selection

Karthikeyan Natesan Ramamurthy, Kush R. Varshney, Krishnan Mody. Topological Data Analysis of Decision Boundaries with Application to Model Selection. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 5351-5360, PMLR, 2019. [doi]

Authors

Karthikeyan Natesan Ramamurthy

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Kush R. Varshney

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Krishnan Mody

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