Robustness Guarantees for Mode Estimation with an Application to Bandits

5 Mar 2020Aldo PacchianoHeinrich JiangMichael I. Jordan

Mode estimation is a classical problem in statistics with a wide range of applications in machine learning. Despite this, there is little understanding in its robustness properties under possibly adversarial data contamination... (read more)

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