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07/10/2023
ARK: Robust Knockoffs Inference with Coupling
We investigate the robustness of the model-X knockoffs framework with re...
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07/28/2021
Refined Cramér Type Moderate Deviation Theorems for General Self-normalized Sums with Applications to Dependent Random Variables and Winsorized Mean
Let (X_i,Y_i)_i=1^n be a sequence of independent bivariate random vector...
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12/22/2020
Compressing LSTM Networks by Matrix Product Operators
Long Short-Term Memory (LSTM) models are the building blocks of many sta...
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10/28/2019