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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 “TGMM”

High-Dimensional Tensor Discriminant Analysis with Incomplete Tensorsstat.ML

New method for tensor classification with missing data.

problem Handling incomplete tensor data in high-dimensional classification.

method High-dimensional tensor linear discriminant analysis with TGMM and Tensor LDA-MD.

result Established convergence rates and minimax optimal bounds for misclassification rate.

tensor classification incomplete data high-dimensional linear discriminant analysis TGMM

2024-10-18abs ↗pdf ↗

Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixturescs.LG

Transformers solve Gaussian Mixture Models without supervision.

problem Solving Gaussian Mixture Models (GMMs) unsupervised.

method Proposes TGMM, a transformer-based framework for GMM tasks.

result Transformers can effectively solve GMM tasks, improving upon classical methods.

transformers unsupervised learning Gaussian Mixture Models statistical estimation EM algorithm

2025-05-17abs ↗pdf ↗