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TensorNetwork: A Library for Physics and Machine Learning

TensorNetwork: A Library for Physics and Machine Learning

3 May 2019
Chase Roberts
A. Milsted
M. Ganahl
Adam Zalcman
Bruce Fontaine
Yijian Zou
Jack Hidary
G. Vidal
Stefan Leichenauer
    AI4CEPINN
ArXiv (abs)PDFHTML

Papers citing "TensorNetwork: A Library for Physics and Machine Learning"

29 / 29 papers shown
tn4ml: Tensor Network Training and Customization for Machine Learning
tn4ml: Tensor Network Training and Customization for Machine Learning
E. Puljak
Sergio Sánchez Ramírez
Sergi Masot-Llima
Jofre Vallès-Muns
Artur Garcia-Saez
M. Pierini
208
2
0
18 Feb 2025
Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum
  AI-Driven Framework for Healthcare
Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare
A. Bhatia
David E. Bernal Neira
FedML
365
11
0
13 May 2024
Application of Quantum Tensor Networks for Protein Classification
Application of Quantum Tensor Networks for Protein ClassificationbioRxiv (bioRxiv), 2024
Debarshi Kundu
Archisman Ghosh
Srinivasan Ekambaram
Jian Wang
Nikolay V. Dokholyan
Swaroop Ghosh
154
7
0
11 Mar 2024
Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows
Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows
Hong-Ye Hu
Andi Gu
Swarnadeep Majumder
Hang Ren
Yipei Zhang
Derek S. Wang
Yi-Zhuang You
Zlatko K. Minev
S. Yelin
Alireza Seif
213
43
0
27 Feb 2024
Symbolically integrating tensor networks over various random tensors by
  the second version of Python RTNI
Symbolically integrating tensor networks over various random tensors by the second version of Python RTNI
Motohisa Fukuda
248
1
0
03 Sep 2023
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning
Tim Schneider
A. Totounferoush
Wolfgang Nowak
Steffen Staab
225
0
0
14 Jun 2023
The cross-sectional stock return predictions via quantum neural network
  and tensor network
The cross-sectional stock return predictions via quantum neural network and tensor networkQuantum Machine Intelligence (QMI), 2023
N. Kobayashi
Yoshiyuki Suimon
Koichi Miyamoto
K. Mitarai
AIFin
347
3
0
25 Apr 2023
Quantum Circuit Simulation by SGEMM Emulation on Tensor Cores and
  Automatic Precision Selection
Quantum Circuit Simulation by SGEMM Emulation on Tensor Cores and Automatic Precision SelectionInformation Security Conference (IS), 2023
Hiryuki Ootomo
Hidetaka Manabe
K. Harada
Rio Yokota
75
7
0
15 Mar 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives
Xinjian Zhao
Yu Pan
Zenglin Xu
Xiangli Yang
Guangxi Li
A. Cichocki
Andrzej Cichocki
587
36
0
22 Jan 2023
Quantum-inspired tensor network for Earth science
Quantum-inspired tensor network for Earth scienceIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023
Soronzonbold Otgonbaatar
Dieter Kranzlmüller
PINNAI4CE
164
5
0
15 Jan 2023
Identification of quantum entanglement with Siamese convolutional neural
  networks and semi-supervised learning
Identification of quantum entanglement with Siamese convolutional neural networks and semi-supervised learningPhysical Review Applied (Phys. Rev. Appl.), 2022
J. Pawłowski
Mateusz Krawczyk
243
6
0
13 Oct 2022
Verifying Fairness in Quantum Machine Learning
Verifying Fairness in Quantum Machine LearningInternational Conference on Computer Aided Verification (CAV), 2022
J. Guan
Wang Fang
Mingsheng Ying
FaML
169
12
0
22 Jul 2022
tntorch: Tensor Network Learning with PyTorch
tntorch: Tensor Network Learning with PyTorchJournal of machine learning research (JMLR), 2022
Mikhail (Misha) Usvyatsov
R. Ballester-Ripoll
Konrad Schindler
AI4CE
265
24
0
22 Jun 2022
Stack operation of tensor networks
Stack operation of tensor networksFrontiers of Physics (Front. Phys.), 2022
Tianning Zhang
Tianqi Chen
Erping Li
Bo Yang
L. Ang
GNN
222
2
0
28 Mar 2022
Distributed Matrix Tiling Using A Hypergraph Labeling Formulation
Distributed Matrix Tiling Using A Hypergraph Labeling FormulationInternational Conference of Distributed Computing and Networking (ICDCN), 2021
Avah Banerjee
Guoli Ding
Maxwell Reeser
56
0
0
29 Jun 2021
Quantum-inspired event reconstruction with Tensor Networks: Matrix
  Product States
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States
Jack Y. Araz
M. Spannowsky
260
17
0
15 Jun 2021
Variational Autoencoder Analysis of Ising Model Statistical
  Distributions and Phase Transitions
Variational Autoencoder Analysis of Ising Model Statistical Distributions and Phase Transitions
D. Yevick
DRL
192
7
0
13 Apr 2021
Tensor Network for Supervised Learning at Finite Temperature
Tensor Network for Supervised Learning at Finite Temperature
Haoxiang Lin
Shuqian Ye
Xi Zhu
132
1
0
09 Apr 2021
Entangled q-Convolutional Neural Nets
Entangled q-Convolutional Neural Nets
V. Anagiannis
Miranda C. N. Cheng
128
5
0
06 Mar 2021
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR
Ruiqin Tian
Luanzheng Guo
Jiajia Li
Bin Ren
Gokcen Kestor
130
19
0
09 Feb 2021
Block-term Tensor Neural Networks
Block-term Tensor Neural NetworksNeural Networks (NN), 2020
Jinmian Ye
Guangxi Li
Di Chen
Haiqin Yang
Shandian Zhe
Zenglin Xu
268
34
0
10 Oct 2020
Supervised Learning with Projected Entangled Pair States
Supervised Learning with Projected Entangled Pair StatesPhysical review B (PRB), 2020
Song Cheng
Lei Wang
Pan Zhang
128
59
0
12 Sep 2020
Anomaly Detection with Tensor Networks
Anomaly Detection with Tensor Networks
Jinhui Wang
Chase Roberts
G. Vidal
Stefan Leichenauer
184
43
0
03 Jun 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
Quantum-inspired Machine Learning on high-energy physics data
Quantum-inspired Machine Learning on high-energy physics datanpj Quantum Information (npjQI), 2020
Timo Felser
Marco Trenti
L. Sestini
A. Gianelle
D. Zuliani
D. Lucchesi
S. Montangero
AI4CE
211
62
0
28 Apr 2020
Tensor-based algorithms for image classification
Tensor-based algorithms for image classification
Stefan Klus
Patrick Gelß
161
34
0
04 Oct 2019
Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer
  Algorithm
Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm
Guillaume Verdon
Jacob A. Marks
Sasha Nanda
Stefan Leichenauer
Jack Hidary
DRL
177
109
0
04 Oct 2019
TensorNetwork for Machine Learning
TensorNetwork for Machine Learning
Stavros Efthymiou
Jack Hidary
Stefan Leichenauer
169
72
0
07 Jun 2019
TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor
  Networks
TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks
A. Milsted
M. Ganahl
Stefan Leichenauer
Jack Hidary
G. Vidal
218
17
0
03 May 2019
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