Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions

8 February 2021

Papers citing "Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions"

13 / 13 papers shown

Title
Distilling a Deep Neural Network into a Takagi-Sugeno-Kang Fuzzy Inference System Xiangming Gu Xiang Cheng 18 7 0 10 Oct 2020
Supervised Enhanced Soft Subspace Clustering (SESSC) for TSK Fuzzy Classifiers Yuqi Cui Huidong Wang Dongrui Wu 20 5 0 27 Feb 2020
Recommendations on Designing Practical Interval Type-2 Fuzzy Systems Dongrui Wu J. Mendel 30 114 0 03 Jul 2019
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning Peng Xu Zhaohong Deng Chen Cui Te Zhang K. Choi Suhang Gu Jun Wang Shitong Wang 33 32 0 24 Apr 2019
Optimize TSK Fuzzy Systems for Regression Problems: Mini-Batch Gradient Descent with Regularization, DropRule and AdaBound (MBGD-RDA) Dongrui Wu Ye Yuan Yihua Tan 23 88 0 26 Mar 2019
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression Dongrui Wu Chin-Teng Lin Jian Huang Zhigang Zeng 18 53 0 25 Mar 2019
Adaptive Gradient Methods with Dynamic Bound of Learning Rate Liangchen Luo Yuanhao Xiong Yan Liu Xu Sun ODL 74 602 0 26 Feb 2019
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas Aleksander Madry ODL 95 1,541 0 29 May 2018
Relief-Based Feature Selection: Introduction and Review Ryan J. Urbanowicz Melissa Meeker William La Cava Randal S. Olson J. Moore 44 1,008 0 22 Nov 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 56 125 0 12 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,613 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014