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03/13/2023
Tight Non-asymptotic Inference via Sub-Gaussian Intrinsic Moment Norm
In non-asymptotic statistical inferences, variance-type parameters of su...
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02/03/2023
Multiplier Bootstrap-based Exploration
Despite the great interest in the bandit problem, designing efficient al...
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10/17/2022
Concentration inequalities of MLE and robust MLE
The Maximum Likelihood Estimator (MLE) serves an important role in stati...
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02/11/2022
Inference and FDR Control for Simulated Ising Models in High-dimension
This paper studies the consistency and statistical inference of simulate...
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11/02/2021
Asymptotic in a class of network models with sub-Gamma perturbations
For the differential privacy under the sub-Gamma noise, we derive the as...
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10/07/2021
Heterogeneous Overdispersed Count Data Regressions via Double Penalized Estimations
This paper studies the non-asymptotic merits of the double ℓ_1-regulariz...
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02/04/2021
Sharper Sub-Weibull Concentrations: Non-asymptotic Bai-Yin Theorem
Arising in high-dimensional probability, non-asymptotic concentration in...
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12/08/2020
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network
Computed tomography is widely used to examine internal structures in a n...
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11/14/2019