A coordinate-quantized randomized-response channel enables locally private online quantile regression with provable consistency, asymptotic normality, and Hessian-free inference.
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Locally Private Online Quantile Regression: Estimation and Inference
A coordinate-quantized randomized-response channel enables locally private online quantile regression with provable consistency, asymptotic normality, and Hessian-free inference.