Supervised Learning with Quantum-Inspired Tensor Networks

18 May 2016

Papers citing "Supervised Learning with Quantum-Inspired Tensor Networks"

19 / 19 papers shown

Title
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems Ibne Farabi Shihab Sanjeda Akter Anuj Sharma 41 0 0 06 May 2025
Grokking phase transitions in learning local rules with gradient descent Bojan Žunkovič E. Ilievski 63 16 0 26 Oct 2022
Deep tensor networks with matrix product operators Bojan Žunkovič 72 4 0 16 Sep 2022
High-Order Pooling for Graph Neural Networks with Tensor Decomposition Chenqing Hua Guillaume Rabusseau Jian Tang 78 25 0 24 May 2022
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data Jack Y. Araz M. Spannowsky 36 14 0 21 Feb 2022
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees Osman Asif Malik 36 14 0 14 Oct 2021
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States Jack Y. Araz M. Spannowsky 42 16 0 15 Jun 2021
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data M. N. D. Costa R. Attux A. Cichocki J. Romano 9 3 0 22 Jan 2021
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 35 49 0 30 Nov 2020
Quantum Deformed Neural Networks Roberto Bondesan Max Welling AI4CE 15 4 0 21 Oct 2020
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability T. Hubregtsen Josef Pichlmeier Patrick Stecher K. Bertels 24 13 0 22 Mar 2020
TensorNetwork for Machine Learning Stavros Efthymiou Jack Hidary Stefan Leichenauer 22 68 0 07 Jun 2019
TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks A. Milsted M. Ganahl Stefan Leichenauer Jack Hidary G. Vidal 62 15 0 03 May 2019
A Support Tensor Train Machine Cong Chen Kim Batselier Ching-Yun Ko Ngai Wong 27 22 0 17 Apr 2018
Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines Song Cheng J. Chen Lei Wang 21 101 0 12 Dec 2017
Tensor network language model V. Pestun Yiannis Vlassopoulos 23 36 0 27 Oct 2017
Neural-Network Quantum States, String-Bond States, and Chiral Topological States I. Glasser Nicola Pancotti Moritz August I. D. Rodriguez J. I. Cirac 21 225 0 11 Oct 2017
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 22 268 0 06 Sep 2017
Why does deep and cheap learning work so well? Henry W. Lin Max Tegmark David Rolnick 31 602 0 29 Aug 2016