Research

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

Trend · papers per month

count % of corpus

1 result for “TASD”

Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergencestat.ME

Revisits CP tensor decomposition for noisy, non-orthogonal data.

problem Statistical optimality and convergence of ALS in noisy, non-orthogonal, higher-rank settings.

method Statistical analysis and TASD method for initialization.

result ALS with TASD achieves optimal error in rank-one setting within one or two iterations.

CP tensor decomposition statistical optimality ALS TASD convergence analysis

2025-05-29abs ↗pdf ↗