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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.

168,657 papers · 148 categories

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1 result for “NeuralChaos”
NeuralChaos: Optimal Adapted Approximation of Square Integrable Predictable Processesmath.PR

NeuralChaos efficiently approximates complex stochastic processes.

problem Representing and computing square-integrable predictable processes over time.
method Introduces NeuralChaos, a neural operator architecture for Rd\mathbb{R}^{d}-valued predictable processes.
result NeuralChaos achieves best NN-term chaoslet approximation rates and is dense in HT2(Rd)\mathcal{H}^2_T(\mathbb{R}^{d}).
NeuralChaospredictable processessquare-integrablestochastic controlreinforcement learning
2026-07-15abs ↗pdf ↗