New algorithm speeds up ICWS by 20x for real-valued datasets.
problem Efficiency in real-valued data sketching.
method Simplified approach to ICWS algorithm.
result 20x speedup with same quality results.
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.
New algorithm speeds up ICWS by 20x for real-valued datasets.