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Tensor Networks

Papers archive 2025-07-28

archive papers tagged: 226 · with a code link: 71 · where Syntology ran a sample: 11 (10 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (11 of 226 tagged: 10 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 226, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Tensor cumulants for statistical inference on invariant distributions
  29 Apr 2024 0 repositories listed
• Learning parameter dependence for Fourier-based option pricing with tensor trains
  17 Apr 2024 0 repositories listed
• Quantum-inspired Techniques in Tensor Networks for Industrial Contexts
  17 Apr 2024 0 repositories listed
• Tensor-Networks-based Learning of Probabilistic Cellular Automata Dynamics
  17 Apr 2024 0 repositories listed
• Certifying almost all quantum states with few single-qubit measurements
  10 Apr 2024 0 repositories listed
• Application of Quantum Tensor Networks for Protein Classification
  11 Mar 2024 0 repositories listed
• Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales
  8 Mar 2024 0 repositories listed
• CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks
  25 Jan 2024 0 repositories listed
• A Tensor Network Implementation of Multi Agent Reinforcement Learning
  8 Jan 2024 0 repositories listed
• A quatum inspired neural network for geometric modeling
  3 Jan 2024 0 repositories listed
• Tensor Networks for Explainable Machine Learning in Cybersecurity
  29 Dec 2023 0 repositories listed
• Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies
  18 Dec 2023 0 repositories listed
• Tensor networks for interpretable and efficient quantum-inspired machine learning
  19 Nov 2023 0 repositories listed
• Generative Learning of Continuous Data by Tensor Networks
  31 Oct 2023 0 repositories listed
• Projecting basis functions with tensor networks for Gaussian process regression
  31 Oct 2023 0 repositories listed
• Factorized Tensor Networks for Multi-Task and Multi-Domain Learning
  9 Oct 2023 0 repositories listed
• Efficient tensor network simulation of IBM's largest quantum processors
  27 Sep 2023 0 repositories listed
• Data is often loadable in short depth: Quantum circuits from tensor networks for finance, images, fluids, and proteins
  22 Sep 2023 0 repositories listed
• Efficient Finite Initialization for Tensorized Neural Networks
  11 Sep 2023 0 repositories listed
• Detecting Violations of Differential Privacy for Quantum Algorithms
  9 Sep 2023 0 repositories listed
• Quaternion tensor left ring decomposition and application for color image inpainting
  20 Jul 2023 0 repositories listed
• Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods
  5 Jul 2023 0 repositories listed
• Distributive Pre-Training of Generative Modeling Using Matrix-Product States
  26 Jun 2023 0 repositories listed
• Machine learning with tree tensor networks, CP rank constraints, and tensor dropout
  30 May 2023 0 repositories listed
• Combining Monte Carlo and Tensor-network Methods for Partial Differential Equations via Sketching
  29 May 2023 0 repositories listed
• Compressing neural network by tensor network with exponentially fewer variational parameters
  10 May 2023 0 repositories listed
• Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning
  3 May 2023 0 repositories listed
• Tensorizing flows: a tool for variational inference
  3 May 2023 0 repositories listed
• Adaptively Topological Tensor Network for Multi-view Subspace Clustering
  1 May 2023 0 repositories listed
• Application of quantum-inspired generative models to small molecular datasets
  21 Apr 2023 0 repositories listed
• Linear to multi-linear algebra and systems using tensors
  20 Apr 2023 0 repositories listed
• ElegansNet: a brief scientific report and initial experiments
  6 Apr 2023 0 repositories listed
• Tetra-AML: Automatic Machine Learning via Tensor Networks
  28 Mar 2023 0 repositories listed
• Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains
  23 Mar 2023 0 repositories listed
• Tensor networks for quantum machine learning
  21 Mar 2023 0 repositories listed
• Rethinking SO(3)-equivariance with Bilinear Tensor Networks
  20 Mar 2023 0 repositories listed
• Control flow in active inference systems
  25 Feb 2023 0 repositories listed
• Density peak clustering using tensor network
  1 Feb 2023 0 repositories listed
• Quantum Phase Recognition using Quantum Tensor Networks
  12 Dec 2022 0 repositories listed
• Financial Risk Management on a Neutral Atom Quantum Processor
  6 Dec 2022 0 repositories listed
• Unifying O(3) Equivariant Neural Networks Design with Tensor-Network Formalism
  14 Nov 2022 0 repositories listed
• Many-body Approximation for Non-negative Tensors
  30 Sep 2022 0 repositories listed
• Deep tensor networks with matrix product operators
  16 Sep 2022 0 repositories listed
• Concentration of polynomial random matrices via Efron-Stein inequalities
  6 Sep 2022 0 repositories listed
• Convergence bounds for local least squares approximation
  23 Aug 2022 0 repositories listed
• Learning Generative Models for Active Inference using Tensor Networks
  18 Aug 2022 0 repositories listed
• Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions
  15 Jul 2022 0 repositories listed
• Tensor networks in machine learning
  6 Jul 2022 0 repositories listed
• Group-invariant tensor train networks for supervised learning
  30 Jun 2022 0 repositories listed
• Position: Tensor Networks are a Valuable Asset for Green AI
  25 May 2022 0 repositories listed
• Estimating the randomness of quantum circuit ensembles up to 50 qubits
  19 May 2022 0 repositories listed
• Tensor-networks for High-order Polynomial Approximation: A Many-body Physics Perspective
  16 Apr 2022 0 repositories listed
• How to Train Unstable Looped Tensor Network
  5 Mar 2022 0 repositories listed
• Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning
  3 Mar 2022 0 repositories listed
• Fast algorithm for overcomplete order-3 tensor decomposition
  14 Feb 2022 0 repositories listed
• Generalization Metrics for Practical Quantum Advantage in Generative Models
  21 Jan 2022 0 repositories listed
• Investigating Logic Tensor Networks for Neural-Symbolic Argument Mining
  16 Nov 2021 0 repositories listed
• Rademacher Random Projections with Tensor Networks
  26 Oct 2021 0 repositories listed
• Global sensitivity analysis in probabilistic graphical models
  7 Oct 2021 0 repositories listed
• Semi-tensor Product-based TensorDecomposition for Neural Network Compression
  30 Sep 2021 0 repositories listed
• Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series
  29 Sep 2021 0 repositories listed
• Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks
  15 Sep 2021 0 repositories listed
• Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity
  1 Jul 2021 0 repositories listed
• Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework
  29 Jun 2021 0 repositories listed
• Boltzmann machines as two-dimensional tensor networks
  10 May 2021 0 repositories listed
• Tensor Networks for Multi-Modal Non-Euclidean Data
  27 Mar 2021 0 repositories listed
• Neural tensor contractions and the expressive power of deep neural quantum states
  18 Mar 2021 0 repositories listed
• Tensor networks and efficient descriptions of classical data
  11 Mar 2021 0 repositories listed
• An end-to-end trainable hybrid classical-quantum classifier
  4 Feb 2021 0 repositories listed
• Approximation Theory of Tree Tensor Networks: Tensorized Multivariate Functions
  28 Jan 2021 0 repositories listed
• Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data
  22 Jan 2021 0 repositories listed
• Infinitely Wide Tensor Networks as Gaussian Process
  7 Jan 2021 0 repositories listed
• Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation
  4 Jan 2021 0 repositories listed
• The Bayesian Method of Tensor Networks
  1 Jan 2021 0 repositories listed
• Residual Matrix Product State for Machine Learning
  22 Dec 2020 0 repositories listed
• Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
  30 Nov 2020 0 repositories listed
• Tensor Completion via Tensor Networks with a Tucker Wrapper
  29 Oct 2020 0 repositories listed
• Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
  20 Oct 2020 0 repositories listed
• Connecting Weighted Automata, Tensor Networks and Recurrent Neural Networks through Spectral Learning
  19 Oct 2020 0 repositories listed
• A Unifying View on Implicit Bias in Training Linear Neural Networks
  6 Oct 2020 0 repositories listed
• Use Cases of Quantum Optimization for Finance
  3 Oct 2020 0 repositories listed
• Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequence
  18 Sep 2020 0 repositories listed
• Supervised Learning with Projected Entangled Pair States
  12 Sep 2020 0 repositories listed
• Adaptive Learning of Tensor Network Structures
  12 Aug 2020 0 repositories listed
• Entanglement and Tensor Networks for Supervised Image Classification
  12 Jul 2020 0 repositories listed
• Learning with tree tensor networks: complexity estimates and model selection
  2 Jul 2020 0 repositories listed
• Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part I
  30 Jun 2020 0 repositories listed
• Approximation Theory of Tree Tensor Networks: Tensorized Univariate Functions -- Part II
  30 Jun 2020 0 repositories listed
• Anomaly Detection with Tensor Networks
  3 Jun 2020 0 repositories listed
• Randomly Weighted, Untrained Neural Tensor Networks Achieve Greater Relational Expressiveness
  1 Jun 2020 0 repositories listed
• Quantum-inspired Machine Learning on high-energy physics data
  28 Apr 2020 0 repositories listed
• Depth Enables Long-Term Memory for Recurrent Neural Networks
  23 Mar 2020 0 repositories listed
• A Multi-Scale Tensor Network Architecture for Classification and Regression
  22 Jan 2020 0 repositories listed
• Learning high-dimensional probability distributions using tree tensor networks
  17 Dec 2019 0 repositories listed
• The Neural State Pushdown Automata
  7 Sep 2019 0 repositories listed
• Automatic Differentiation for Complex Valued SVD
  4 Sep 2019 0 repositories listed
• Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese
  1 Jul 2019 0 repositories listed
• Machine Learning Phase Transitions with a Quantum Processor
  24 Jun 2019 0 repositories listed
• Convolutional Polar Codes on Channels with Memory using Tensor Networks
  15 Jun 2019 0 repositories listed
• Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks
  15 Jun 2019 0 repositories listed