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Generative Tensor Network Classification Model for Supervised Machine
  Learning

Generative Tensor Network Classification Model for Supervised Machine Learning

26 March 2019
Zheng-Zhi Sun
C. Peng
Ding Liu
Shi-Ju Ran
G. Su
ArXiv (abs)PDFHTML

Papers citing "Generative Tensor Network Classification Model for Supervised Machine Learning"

25 / 25 papers shown
Explaining Anomalies with Tensor Networks
Explaining Anomalies with Tensor Networks
Hans Hohenfeld
Marius Beuerle
Elie Mounzer
215
0
0
06 May 2025
Universal scaling laws in quantum-probabilistic machine learning by
  tensor network towards interpreting representation and generalization powers
Universal scaling laws in quantum-probabilistic machine learning by tensor network towards interpreting representation and generalization powersChinese Physics Letters (CPL), 2024
Sheng-Chen Bai
Shi-Ju Ran
215
1
0
13 Oct 2024
Tensor-Networks-based Learning of Probabilistic Cellular Automata
  Dynamics
Tensor-Networks-based Learning of Probabilistic Cellular Automata Dynamics
Heitor P. Casagrande
Bo Xing
William J. Munro
Chu Guo
Dario Poletti
167
0
0
17 Apr 2024
Tensor networks for interpretable and efficient quantum-inspired machine
  learning
Tensor networks for interpretable and efficient quantum-inspired machine learning
Shirli Ran
Gang Su
245
16
0
19 Nov 2023
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout
Machine learning with tree tensor networks, CP rank constraints, and tensor dropoutIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hao Chen
T. Barthel
267
21
0
30 May 2023
Application of Tensor Neural Networks to Pricing Bermudan Swaptions
Application of Tensor Neural Networks to Pricing Bermudan Swaptions
Raj G. Patel
Tomas Dominguez
M. Dib
Samuel Palmer
Andrea Cadarso
...
Eva Andrés
J. Luis-Hita
Escolástico Sánchez-Martínez
Samuel Mugel
Roman Orus
195
2
0
18 Apr 2023
Tensor networks for quantum machine learning
Tensor networks for quantum machine learningProceedings of the Royal Society A (Proc. R. Soc. A), 2023
Hans-Martin Rieser
Frank Köster
A. Raulf
167
40
0
21 Mar 2023
Intelligent diagnostic scheme for lung cancer screening with Raman
  spectra data by tensor network machine learning
Intelligent diagnostic scheme for lung cancer screening with Raman spectra data by tensor network machine learning
Yujia An
Shengxing Bai
Lin Cheng
Xiao‐Guang Li
Cheng Wang
Xiao Han
Gang Su
Shi-Ju Ran
Cong Wang
121
1
0
11 Mar 2023
Density peak clustering using tensor network
Density peak clustering using tensor networkScience China Information Sciences (Sci China Inf Sci), 2023
Xiaoxi Shi
Y. Shang
152
1
0
01 Feb 2023
Quantum-Inspired Tensor Neural Networks for Option Pricing
Quantum-Inspired Tensor Neural Networks for Option Pricing
Raj G. Patel
Chia-Wei Hsing
Serkan Şahi̇n
Samuel Palmer
S. Jahromi
...
Mustafa Abid
Stephane Aubert
Pierre Castellani
Samuel Mugel
Roman Orus
271
8
0
28 Dec 2022
Positive unlabeled learning with tensor networks
Positive unlabeled learning with tensor networks
Bojan Žunkovič
SSL
259
7
0
25 Nov 2022
Grokking phase transitions in learning local rules with gradient descent
Grokking phase transitions in learning local rules with gradient descentJournal of machine learning research (JMLR), 2022
Bojan Žunkovič
E. Ilievski
271
22
0
26 Oct 2022
Deep tensor networks with matrix product operators
Deep tensor networks with matrix product operatorsQuantum Machine Intelligence (QMI), 2022
Bojan Žunkovič
189
6
0
16 Sep 2022
Quantum-Inspired Tensor Neural Networks for Partial Differential
  Equations
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations
Raj G. Patel
Chia-Wei Hsing
Serkan Şahi̇n
S. Jahromi
Samuel Palmer
...
Stephane Aubert
Pierre Castellani
Chi-Guhn Lee
Samuel Mugel
Roman Orus
277
18
0
03 Aug 2022
Unsupervised Recognition of Informative Features via Tensor Network
  Machine Learning and Quantum Entanglement Variations
Unsupervised Recognition of Informative Features via Tensor Network Machine Learning and Quantum Entanglement VariationsChinese Physics Letters (CPL), 2022
Shengxing Bai
Yifan Tang
Shi-Ju Ran
156
11
0
13 Jul 2022
Differentiable Programming of Isometric Tensor Networks
Differentiable Programming of Isometric Tensor Networks
Chenhua Geng
Hong-Ye Hu
Yijian Zou
155
12
0
08 Oct 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization
Variational Quantum Reinforcement Learning via Evolutionary Optimization
Samuel Yen-Chi Chen
Chih-Min Huang
Chia-Wei Hsing
H. Goan
Y. Kao
263
103
0
01 Sep 2021
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with
  Rescaled Logarithmic Fidelity
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity
Wei-Ming Li
Shi-Ju Ran
257
2
0
01 Jul 2021
Tensor-Train Networks for Learning Predictive Modeling of
  Multidimensional Data
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional DataNeurocomputing (Neurocomputing), 2021
M. N. D. Costa
R. Attux
A. Cichocki
J. Romano
137
3
0
22 Jan 2021
Locally orderless tensor networks for classifying two- and
  three-dimensional medical images
Locally orderless tensor networks for classifying two- and three-dimensional medical images
Raghavendra Selvan
S. Orting
Erik Dam
235
6
0
25 Sep 2020
Quantum-Classical Machine learning by Hybrid Tensor Networks
Quantum-Classical Machine learning by Hybrid Tensor Networks
Ding Liu
Zekun Yao
Quan Zhang
162
9
0
15 May 2020
Superpixel Image Classification with Graph Attention Networks
Superpixel Image Classification with Graph Attention NetworksSIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2020
Pedro H. C. Avelar
Anderson R. Tavares
T. L. T. D. Silveira
C. R. Jung
Luís C. Lamb
GNN
217
58
0
13 Feb 2020
A Tensor Network Approach to Finite Markov Decision Processes
A Tensor Network Approach to Finite Markov Decision Processes
E. Gillman
Dominic C. Rose
J. P. Garrahan
159
4
0
12 Feb 2020
TensorNetwork for Machine Learning
TensorNetwork for Machine Learning
Stavros Efthymiou
Jack Hidary
Stefan Leichenauer
158
72
0
07 Jun 2019
Entanglement-guided architectures of machine learning by quantum tensor
  network
Entanglement-guided architectures of machine learning by quantum tensor network
Yuhan Liu
Xiao Zhang
M. Lewenstein
Shi-Ju Ran
246
35
0
24 Mar 2018
1