Fractional Deep Neural Network via Constrained Optimization

Fractional Deep Neural Network via Constrained Optimization

1 April 2020

Deepanshu Verma

Papers citing "Fractional Deep Neural Network via Constrained Optimization"

12 / 12 papers shown

Title
Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation Qiyu Kang Xuhao Li Kai Zhao Wenjun Cui Yanan Zhao Weihua Deng Wee Peng Tay 50 1 0 20 Mar 2025
Neural Variable-Order Fractional Differential Equation Networks Wenjun Cui Qiyu Kang Xuhao Li Kai Zhao Wee Peng Tay Weihua Deng Yidong Li 59 1 0 20 Mar 2025
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND Qiyu Kang Kai Zhao Qinxu Ding Feng Ji Xuhao Li Wenfei Liang Yang Song Wee Peng Tay 43 8 0 26 Apr 2024
Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study Qiyu Kang Kai Zhao Yang Song Yihang Xie Yanan Zhao Sijie Wang Rui She Wee Peng Tay 17 6 0 09 Jan 2024
Differential Equations for Continuous-Time Deep Learning Lars Ruthotto AI4TS AI4CE SyDa BDL 37 7 0 08 Jan 2024
Time Regularization in Optimal Time Variable Learning Evelyn Herberg Roland A. Herzog Frederik Köhne AI4TS AI4CE 8 1 0 28 Jun 2023
Lecture Notes: Neural Network Architectures Evelyn Herberg 3DH 25 2 0 11 Apr 2023
Neural Network Representation of Time Integrators R. Löhner Harbir Antil AI4TS 16 0 0 30 Nov 2022
An Optimal Time Variable Learning Framework for Deep Neural Networks Harbir Antil Hugo Díaz Evelyn Herberg 13 4 0 18 Apr 2022
NINNs: Nudging Induced Neural Networks Harbir Antil R. Löhner Randy Price AI4CE 19 1 0 15 Mar 2022
Novel DNNs for Stiff ODEs with Applications to Chemically Reacting Flows Thomas S. Brown Harbir Antil R. Löhner F. Togashi Deepanshu Verma AI4CE 22 15 0 01 Apr 2021
Novel Deep neural networks for solving Bayesian statistical inverse Harbir Antil H. Elman Akwum Onwunta Deepanshu Verma BDL 19 17 0 08 Feb 2021