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03/16/2023
Gate Recurrent Unit Network based on Hilbert-Schmidt Independence Criterion for State-of-Health Estimation
State-of-health (SOH) estimation is a key step in ensuring the safe and ...
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06/01/2021
Instance-optimal Mean Estimation Under Differential Privacy
Mean estimation under differential privacy is a fundamental problem, but...
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04/05/2021
Frequency Estimation Under Multiparty Differential Privacy: One-shot and Streaming
We study the fundamental problem of frequency estimation under both priv...
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09/17/2019
Communication-Efficient Weighted Sampling and Quantile Summary for GBDT
Gradient boosting decision tree (GBDT) is a powerful and widely-used mac...
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05/27/2019