Realization of spatial sparseness by deep ReLU nets with massive data

16 December 2019

Papers citing "Realization of spatial sparseness by deep ReLU nets with massive data"

12 / 12 papers shown

Title
Centroid Decision Forest Amjad Ali Zardad Khan Saeed Aldahmani 62 0 0 25 Mar 2025
Feature Qualification by Deep Nets: A Constructive Approach Feilong Cao Shao-Bo Lin MLT 66 0 0 24 Mar 2025
Component-based Sketching for Deep ReLU Nets Di Wang Shao-Bo Lin Deyu Meng Feilong Cao 50 1 0 21 Sep 2024
Can overfitted deep neural networks in adversarial training generalize? -- An approximation viewpoint Zhongjie Shi Fanghui Liu Yuan Cao Johan A. K. Suykens 61 0 0 24 Jan 2024
Lifting the Veil: Unlocking the Power of Depth in Q-learning Shao-Bo Lin Tao Li Shaojie Tang Yao Wang Ding-Xuan Zhou OffRL OOD 53 0 0 27 Oct 2023
Optimal Approximation and Learning Rates for Deep Convolutional Neural Networks Shao-Bo Lin 54 1 0 07 Aug 2023
Deep Convolutional Neural Networks with Zero-Padding: Feature Extraction and Learning Zhixiong Han Baichen Liu Shao-Bo Lin Ding-Xuan Zhou 34 5 0 30 Jul 2023
Fine-grained analysis of non-parametric estimation for pairwise learning Junyu Zhou Shuo Huang Han Feng Puyu Wang Ding-Xuan Zhou 108 1 0 31 May 2023
Generalization Performance of Empirical Risk Minimization on Over-parameterized Deep ReLU Nets Shao-Bo Lin Yao Wang Ding-Xuan Zhou ODL 80 6 0 28 Nov 2021
Universal Consistency of Deep Convolutional Neural Networks Shao-Bo Lin Kaidong Wang Yao Wang Ding-Xuan Zhou 72 23 0 23 Jun 2021
Kernel based analysis of massive data H. Mhaskar 12 12 0 30 Mar 2020
Distributed Learning with Dependent Samples Zirui Sun Shao-Bo Lin 31 7 0 10 Feb 2020