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Tensor Networks

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TitleStatusHype
Learning topological states from randomized measurements using variational tensor network tomographyCode0
Sisteme Hibride de Invatare Automata si Aplicatii—0
Probabilistic Inference in the Era of Tensor Networks and Differential Programming—0
Cons-training Tensor Networks: Embedding and Optimization Over Discrete Linear ConstraintsCode0
Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare—0
Barren Plateaus in Variational Quantum Computing—0
Tensor cumulants for statistical inference on invariant distributions—0
Learning parameter dependence for Fourier-based option pricing with tensor trains—0
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts—0
Tensor-Networks-based Learning of Probabilistic Cellular Automata Dynamics—0
Certifying almost all quantum states with few single-qubit measurements—0
Tensor Network-Constrained Kernel Machines as Gaussian ProcessesCode0
Application of Quantum Tensor Networks for Protein Classification—0
Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales—0
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)Code0
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks—0
A Tensor Network Implementation of Multi Agent Reinforcement Learning—0
A quatum inspired neural network for geometric modeling—0
Tensor Networks for Explainable Machine Learning in Cybersecurity—0
Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies—0
Tensor networks for interpretable and efficient quantum-inspired machine learning—0
Generative Learning of Continuous Data by Tensor Networks—0
Projecting basis functions with tensor networks for Gaussian process regression—0
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning—0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Efficient tensor network simulation of IBM's largest quantum processors—0
Data is often loadable in short depth: Quantum circuits from tensor networks for finance, images, fluids, and proteins—0
Efficient Finite Initialization for Tensorized Neural NetworksCode0
Detecting Violations of Differential Privacy for Quantum Algorithms—0
Symbolically integrating tensor networks over various random tensors by the second version of Python RTNICode0
Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matchingCode0
Quaternion tensor left ring decomposition and application for color image inpainting—0
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods—0
Distributive Pre-Training of Generative Modeling Using Matrix-Product States—0
logLTN: Differentiable Fuzzy Logic in the Logarithm SpaceCode0
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout—0
Combining Monte Carlo and Tensor-network Methods for Partial Differential Equations via Sketching—0
Compressing neural network by tensor network with exponentially fewer variational parameters—0
Tensorizing flows: a tool for variational inference—0
Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning—0
Adaptively Topological Tensor Network for Multi-view Subspace Clustering—0
Application of quantum-inspired generative models to small molecular datasets—0
Linear to multi-linear algebra and systems using tensors—0
ElegansNet: a brief scientific report and initial experiments—0
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body SimulationCode0
Interval Logic Tensor NetworksCode0
Tetra-AML: Automatic Machine Learning via Tensor Networks—0
Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains—0
Tensor networks for quantum machine learning—0
Rethinking SO(3)-equivariance with Bilinear Tensor Networks—0
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