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tensor algebra

Papers

Showing 125 of 41 papers

TitleStatusHype
tntorch: Tensor Network Learning with PyTorchCode2
Optimal Kernel Orchestration for Tensor Programs with KorchCode1
LoopStack: a Lightweight Tensor Algebra Compiler StackCode1
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
Flexible Moment-Invariant Bases from Irreducible TensorsCode0
PLAIN: Scalable Estimation Architecture for Integrated Sensing and CommunicationCode0
On Tensor-based Polynomial Hamiltonian Systems0
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series ForecastingCode0
Compressing Structured Tensor Algebra0
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization0
Signature volatility models: pricing and hedging with Fourier0
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient KernelsCode0
Linear to multi-linear algebra and systems using tensors0
Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains0
Reservoir kernels and Volterra seriesCode0
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling0
OLLIE: Derivation-based Tensor Program Optimizer0
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding0
Multi-Channel Automatic Music Transcription Using Tensor AlgebraCode0
CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional ProblemCode0
Generalized iterated-sums signatures0
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