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Analysing Neural Network Topologies: a Game Theoretic Approach

Analysing Neural Network Topologies: a Game Theoretic Approach

17 April 2019
Julian Stier
G. Gianini
Michael Granitzer
Konstantin Ziegler
ArXiv (abs)PDFHTML

Papers citing "Analysing Neural Network Topologies: a Game Theoretic Approach"

9 / 9 papers shown
Neural Dynamic Data Valuation: A Stochastic Optimal Control Approach
Neural Dynamic Data Valuation: A Stochastic Optimal Control Approach
Zhangyong Liang
Ji Zhang
Ji Zhang
Pengfei Zhang
Zhao Li
TDI
504
1
0
30 Apr 2024
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data ValueInternational Conference on Machine Learning (ICML), 2023
Yongchan Kwon
James Zou
TDIFedML
521
54
0
16 Apr 2023
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine LearningQuantum Machine Intelligence (QMI), 2023
R. Heese
Thore Gerlach
Sascha Mucke
Sabine Muller
Matthias Jakobs
Nico Piatkowski
515
37
0
22 Jan 2023
Toward Transparent AI: A Survey on Interpreting the Inner Structures of
  Deep Neural Networks
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
Tilman Raukur
A. Ho
Stephen Casper
Dylan Hadfield-Menell
AAMLAI4CE
886
183
0
27 Jul 2022
Dynamic Game Theoretic Neural Optimizer
Dynamic Game Theoretic Neural OptimizerInternational Conference on Machine Learning (ICML), 2021
Guan-Horng Liu
T. Chen
Evangelos A. Theodorou
AI4CE
339
6
0
08 May 2021
The Shapley Value of Classifiers in Ensemble Games
The Shapley Value of Classifiers in Ensemble GamesInternational Conference on Information and Knowledge Management (CIKM), 2021
Benedek Rozemberczki
Rik Sarkar
FAttFedMLTDI
401
41
0
06 Jan 2021
A Differential Game Theoretic Neural Optimizer for Training Residual
  Networks
A Differential Game Theoretic Neural Optimizer for Training Residual Networks
Guan-Horng Liu
T. Chen
Evangelos A. Theodorou
270
2
0
17 Jul 2020
Neuron Shapley: Discovering the Responsible Neurons
Neuron Shapley: Discovering the Responsible NeuronsNeural Information Processing Systems (NeurIPS), 2020
Amirata Ghorbani
James Zou
FAttTDI
399
142
0
23 Feb 2020
Structural Analysis of Sparse Neural Networks
Structural Analysis of Sparse Neural NetworksInternational Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES), 2019
Julian Stier
Michael Granitzer
GNN
105
15
0
16 Oct 2019
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