On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “DMRG”

Modeling Sequences with Quantum States: A Look Under the Hoodquant-ph

Quantum states model sequences, revealing complementary system information.

problem Modeling sequences using classical probability distributions.

method Quantum state with entanglement, DMRG algorithm for organizing reduced densities.

result Estimate of generalization error for tensor network model.

quantum states sequence modeling entanglement DMRG tensor networks

2019-10-16abs ↗pdf ↗

A Multi-Scale Tensor Network Architecture for Classification and Regressionstat.ML

Tensor network architecture for classification and regression using wavelet transformations.

problem Efficiently performing classification and regression tasks on complex data.

method Tensor network layers based on MERA and MPS, with adaptive fine-graining.

result Adaptive fine-graining improves model performance without loss in accuracy.

Tensor networks Wavelet transformations Supervised learning Classification Regression

2020-01-22abs ↗pdf ↗