8 citations · 9 across the 3 of their papers we have counts for
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cs.LG2020
Probabilistic K-means Clustering via Nonlinear Programming
Yujian Li, Bowen Liu, Zhaoying Liu +1
K-means is a classical clustering algorithm with wide applications. However, soft K-means, or fuzzy c-means at m=1, remains unsolved since 1981. To address this challenging open pr…
cs.LG2019★ 1 cited
A Capsule-unified Framework of Deep Neural Networks for Graphical Programming
Yujian Li, Chuanhui Shan
Recently, the growth of deep learning has produced a large number of deep neural networks. How to describe these networks unifiedly is becoming an important issue. We first formali…
cs.LG2018
A Unified Framework of Deep Neural Networks by Capsules
Yujian Li, Chuanhui Shan
With the growth of deep learning, how to describe deep neural networks unifiedly is becoming an important issue. We first formalize neural networks mathematically with their direct…