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07/03/2023
Nonparametric Estimation of Large Spot Volatility Matrices for High-Frequency Financial Data
In this paper, we consider estimating spot/instantaneous volatility matr...
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01/09/2023
VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum
With the rapid development of classical and quantum machine learning, a ...
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10/15/2022
On Catoni's M-Estimation
Catoni proposed a robust M-estimator and gave the deviation inequality f...
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09/30/2019
Non-uniform Berry-Esseen Bound by Unbounded Exchangeable Pair Approach
Since Stein presented his ideas in the seminal paper s1, there have been...
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06/25/2019
AGAN: Towards Automated Design of Generative Adversarial Networks
Recent progress in Generative Adversarial Networks (GANs) has shown prom...
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01/26/2019