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Tensor Networks

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Showing 101–150 of 226 papers

TitleStatusHype
A Unifying View on Implicit Bias in Training Linear Neural Networks—0
Machine Learning by Two-Dimensional Hierarchical Tensor Networks: A Quantum Information Theoretic Perspective on Deep Architectures—0
Machine Learning Phase Transitions with a Quantum Processor—0
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout—0
Many-body Approximation for Non-negative Tensors—0
Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series—0
Automatic Differentiation for Complex Valued SVD—0
Neural Cross-Lingual Entity Linking—0
Neural-Network Quantum States, String-Bond States, and Chiral Topological States—0
Neural tensor contractions and the expressive power of deep neural quantum states—0
Neural Tensor Networks with Diagonal Slice Matrices—0
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity—0
Number-State Preserving Tensor Networks as Classifiers for Supervised Learning—0
On Faster Marginalization with Squared Circuits via Orthonormalization—0
A Multi-Scale Tensor Network Architecture for Classification and Regression—0
Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks—0
Boltzmann machines as two-dimensional tensor networks—0
Plastic tensor networks for interpretable generative modeling—0
Boosting Binomial Exotic Option Pricing with Tensor Networks—0
Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework—0
Probabilistic Inference in the Era of Tensor Networks and Differential Programming—0
Projecting basis functions with tensor networks for Gaussian process regression—0
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation—0
An end-to-end trainable hybrid classical-quantum classifier—0
Adaptively Topological Tensor Network for Multi-view Subspace Clustering—0
Quantum computing and the brain: quantum nets, dessins d'enfants and neural networks—0
Quantum consistent neural/tensor networks for photonic circuits with strongly/weakly entangled states—0
Certifying almost all quantum states with few single-qubit measurements—0
Quantum-inspired Machine Learning on high-energy physics data—0
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts—0
Quantum Machine Learning Tensor Network States—0
Anomaly Detection from a Tensor Train Perspective—0
Quantum Phase Recognition using Quantum Tensor Networks—0
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata—0
Quaternion tensor left ring decomposition and application for color image inpainting—0
Rademacher Random Projections with Tensor Networks—0
Randomly Weighted, Untrained Neural Tensor Networks Achieve Greater Relational Expressiveness—0
Reasoning With Neural Tensor Networks for Knowledge Base Completion—0
Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequence—0
Recursive Neural Networks Can Learn Logical Semantics—0
Regularized dynamical parametric approximation of stiff evolution problems—0
Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference -- A Work In Progress—0
Residual Matrix Product State for Machine Learning—0
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality—0
Rethinking SO(3)-equivariance with Bilinear Tensor Networks—0
Combining Monte Carlo and Tensor-network Methods for Partial Differential Equations via Sketching—0
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models—0
Anomaly Detection with Tensor Networks—0
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks—0
Semi-tensor Product-based TensorDecomposition for Neural Network Compression—0
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