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Kartik Chandra

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A Domain-Specific Probabilistic Programming Language for Reasoning about Reasoning(…)OOPSLA 20252025-10-16
Memo is a domain-specific probabilistic programming language for recursive theory-of-mind models that compiles to JAX and runs on GPUs. It embeds in Python…
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Gauguin, Descartes, Bayes: A Diurnal Golem's BrainOnward! 20252025-10-12
Builds a small probabilistic program in Church that samples and conditions over program-space to infer its own source; uses a grammar-based generator, eval…
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A Domain-Specific PPL for Reasoning about Reasoning (or: a memo on memo)LAFI 20252025-01-19
Introduces memo, a Python-embedded domain-specific PPL that replaces sample/infer with choose/observe semantics and compiles recursive theory-of-mind models…
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Semantics of the memo Probabilistic Programming LanguageLAFI 20252025-01-19
Formal semantics for the memo probabilistic programming language claim: a frame of mind is the core state that records choices, subframes and equations and…
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