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08/03/2023
Robust Independence Tests with Finite Sample Guarantees for Synchronous Stochastic Linear Systems
The paper introduces robust independence tests with non-asymptotically g...
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08/03/2023
Distribution-Free Inference for the Regression Function of Binary Classification
One of the key objects of binary classification is the regression functi...
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02/12/2023
Recursive Estimation of Conditional Kernel Mean Embeddings
Kernel mean embeddings, a widely used technique in machine learning, map...
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03/08/2021
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings
In this paper we suggest two statistical hypothesis tests for the regres...
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03/23/2019