15 citations · 36 across the 9 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2021
Understanding Neural Networks with Logarithm Determinant Entropy Estimator
Zhanghao Zhouyin, Ding Liu
Understanding the informative behaviour of deep neural networks is challenged by misused estimators and the complexity of network structure, which leads to inconsistent observation…
cs.LG2020
Outlier Detection Using a Novel method: Quantum Clustering
Ding Liu, Hui Li
We propose a new assumption in outlier detection: Normal data instances are commonly located in the area that there is hardly any fluctuation on data density, while outliers are of…
cs.LG2019
Generative Tensor Network Classification Model for Supervised Machine Learning
Zheng-Zhi Sun, Cheng Peng, Ding Liu +2
Tensor network (TN) has recently triggered extensive interests in developing machine-learning models in quantum many-body Hilbert space. Here we purpose a generative TN classificat…