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.

168,878 papers · 148 categories

Trend · papers per month

count % of corpus

2 results for “min-hash”

Encoding high-cardinality string categorical variablescs.LG

New methods encode high-cardinality string variables efficiently.

problem Efficient encoding of high-cardinality string categorical variables.

method Two approaches: Gamma-Poisson matrix factorization and min-hash encoder.

result Improves supervised learning with high-cardinality categorical variables.

string categorical variables encoding high cardinality min-hash Gamma-Poisson

2019-07-03abs ↗pdf ↗

Engineering a Simplified 0-Bit Consistent Weighted Samplingstat.ML

The Min-Hashing approach to sketching has become an important tool in data analysis, information retrial, and classification. To apply it to real-valued datasets, the ICWS algorithm has become a seminal approach that is widely used, and provides state-of-the-art performance for this problem space. However, ICWS suffers…

2018-03-30abs ↗pdf ↗