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.

168,695 papers · 148 categories

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2 results for “phase-ordering”

Signal inference in financial stock return correlations through phase-ordering kinetics in the quenched regimeq-fin.ST

Study detects signal in financial stock correlations using phase-ordering kinetics.

problem Detecting meaningful signals in financial stock return correlations.

method Stochastic field theory model to establish a detection threshold.

result Detection of a signal in the largest eigenvalues of the stock return correlation matrix.

financial stock correlations signal detection phase-ordering kinetics eigenvalue spectrum quenched regime

2024-09-29abs ↗pdf ↗

Static Neural Compiler Optimization via Deep Reinforcement Learningcs.LG

Deep RL optimizes compiler passes for better performance.

problem Designing optimal compiler optimization sequences is hard and often suboptimal.

method Employed deep reinforcement learning to learn optimal pass orderings.

result Achieved up to 1.32x speedup on previously unseen programs.

compiler optimization deep reinforcement learning neural compilation phase-ordering autotuning

2020-08-20abs ↗pdf ↗