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.

168,657 papers · 148 categories

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2 results for “M-product”

Robust Low-Rank Tensor Completion based on M-product with Weighted Correlated Total Variation and Sparse Regularizationstat.ML

New method improves tensor completion by selectively preserving important elements.

problem Recovering corrupted high-dimensional tensor data with missing entries and noise.

method Tensor weighted correlated total variation (TWCTV) regularizer with ADMM algorithm.

result Superior performance in image completion, denoising, and background subtraction tasks.

tensor completion low-rank tensor M-product total variation sparse regularization

2026-04-15abs ↗pdf ↗

Dynamic Graph Convolutional Networks Using the Tensor M-Productcs.LG

Many irregular domains such as social networks, financial transactions, neuron connections, and natural language constructs are represented using graph structures. In recent years, a variety of graph neural networks (GNNs) have been successfully applied for representation learning and prediction on such graphs. In many…

2019-10-16abs ↗pdf ↗