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News/Propensity Straight-Through Gradients for Discrete Stochastic Systems
arxiv
PublishedSeptember 1, 2026 at 4:00 AM
—neutral

Propensity Straight-Through Gradients for Discrete Stochastic Systems

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arXiv:2608.25631v1 Announce Type: cross Abstract: Continuous-time Markov chains (CTMCs) provide the backbone for modeling discrete stochastic dynamics across applied, physical, and biological sciences. Their integration with modern gradient-based machine learning, however, is limited by the hard cat

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