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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.

168,982 papers · 148 categories

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0111 · Mar 201919922001200920172026
1 result for “LF-PPL”
LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Modelscs.LG

Develops LF-PPL for non-differentiable models with automatic boundary checks.

problem Handling non-differentiable models in probabilistic programming.
method Introduces LF-PPL with automatic boundary checks and a formalism ensuring measure zero discontinuities.
result Demonstrates efficient inference for non-differentiable models using DHMC.
probabilistic programmingnon-differentiable modelsLF-PPLdiscontinuity handlingHamiltonian Monte Carlo
2019-03-06abs ↗pdf ↗