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ARK: Robust Knockoffs Inference with Coupling
We investigate the robustness of the model-X knockoffs framework with respect to the misspecified or estimated feature distribution.
Compressing LSTM Networks by Matrix Product Operators
In this paper, we propose a matrix product operator(MPO) based neural network architecture to replace the LSTM model.
Networking and Internet Architecture Computational Physics Quantum Physics
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
The weighted nearest neighbors (WNN) estimator has been popularly used as a flexible and easy-to-implement nonparametric tool for mean regression estimation.
