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01/14/2023
Discussion of Martingale Posterior Distributions by E. Fong, C. Holmes, and S. G. Walker
In this discussion note, we respond to the fascinating paper "Martingale...
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12/27/2022
Annealing Double-Head: An Architecture for Online Calibration of Deep Neural Networks
Model calibration, which is concerned with how frequently the model pred...
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11/28/2021
Neural Tangent Kernel of Matrix Product States: Convergence and Applications
In this work, we study the Neural Tangent Kernel (NTK) of Matrix Product...
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11/28/2021
A Simple Necessary Condition For Independence of Real-Valued Random Variables
The standard method to check for the independence of two real-valued ran...
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11/24/2021
The Practical Scope of the Central Limit Theorem
The Central Limit Theorem (CLT) is at the heart of a great deal of appli...
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03/15/2021
Representation Theorem for Matrix Product States
In this work, we investigate the universal representation capacity of th...
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01/07/2021
Infinitely Wide Tensor Networks as Gaussian Process
Gaussian Process is a non-parametric prior which can be understood as a ...
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01/01/2021
The Bayesian Method of Tensor Networks
Bayesian learning is a powerful learning framework which combines the ex...
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12/03/2017
Comment: A brief survey of the current state of play for Bayesian computation in data science at Big-Data scale
We wish to contribute to the discussion of "Comparing Consensus Monte Ca...
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04/12/2017