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

Trend · papers per month

count % of corpus

2 results for “garantees”

A Semi-Definite Programming approach to low dimensional embedding for unsupervised clusteringstat.ML

This paper proposes a variant of the method of Guédon and Verhynin for estimating the cluster matrix in the Mixture of Gaussians framework via Semi-Definite Programming. A clustering oriented embedding is deduced from this estimate. The procedure is suitable for very high dimensional data because it is based on pairwis…

2016-06-29abs ↗pdf ↗

Uncertainty Guarantees on Automated Precision Weeding using Conformal Predictioncs.CV

Conformal prediction ensures reliable weed spraying guarantees.

problem Lack of trust in deep learning-based precision weeding systems.

method Conformal prediction for providing trustworthy guarantees on black-box models.

result Formal guarantees on spraying at least 90% of weeds.

precision weeding conformal prediction deep learning trust garantees

2025-01-13abs ↗pdf ↗