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tensor algebra

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Showing 1–41 of 41 papers

TitleStatusHype
tntorch: Tensor Network Learning with PyTorchCode2
Collage: Seamless Integration of Deep Learning Backends with Automatic PlacementCode1
TOD: GPU-accelerated Outlier Detection via Tensor OperationsCode1
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor ProjectionsCode1
Optimal Kernel Orchestration for Tensor Programs with KorchCode1
LoopStack: a Lightweight Tensor Algebra Compiler StackCode1
Generalized iterated-sums signatures—0
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling—0
Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains—0
Algebraic Channel Estimation Algorithms for FDD Massive MIMO systems—0
Image classification using local tensor singular value decompositions—0
Linear to multi-linear algebra and systems using tensors—0
HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI—0
A Nonlinear Adaptive Filter Based on the Model of Simple Multilinear Functionals—0
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization—0
Compressing Structured Tensor Algebra—0
Controllability of Hypergraphs—0
Data-Driven Model Reduction for Multilinear Control Systems via Tensor Trains—0
Multivariate Convolutional Sparse Coding with Low Rank Tensor—0
OLLIE: Derivation-based Tensor Program Optimizer—0
On Tensor-based Polynomial Hamiltonian Systems—0
Persistence paths and signature features in topological data analysis—0
Signature volatility models: pricing and hedging with Fourier—0
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling—0
Tensor-Based Classifiers for Hyperspectral Data Analysis—0
Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression—0
Tensor Variable Elimination for Plated Factor Graphs—0
The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding—0
TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning—0
Reservoir kernels and Volterra seriesCode0
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series ForecastingCode0
Formal derivation of Mesh Neural Networks with their Forward-Only gradient PropagationCode0
Molding CNNs for text: non-linear, non-consecutive convolutionsCode0
Multi-Channel Automatic Music Transcription Using Tensor AlgebraCode0
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient KernelsCode0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
Dynamic Graph Convolutional Networks Using the Tensor M-ProductCode0
CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional ProblemCode0
Flexible Moment-Invariant Bases from Irreducible TensorsCode0
Automatic Differentiation for Tensor AlgebrasCode0
PLAIN: Scalable Estimation Architecture for Integrated Sensing and CommunicationCode0
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