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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.

168,932 papers · 148 categories

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1 result for “hunches”

Accelerating Experimental Design by Incorporating Experimenter Hunchesstat.ML

Proposes a method to incorporate hunches in experimental design for faster convergence.

problem Expensive experiments and expert hunches in experimental design.

method Two-stage Gaussian process modeling with monotonicity information.

result Faster convergence in experimental design problems.

experimental design hunches monotonicity Bayesian optimization Gaussian process

2019-07-22abs ↗pdf ↗