~/talks

Younesse Kaddar

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  • POPL2 editions2023–2024

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titleconferencedate
Data-oriented Design for Differentiable, Probabilistic ProgrammingLAFI 20252025-01-19
Reimplementation of the lazy rose tree from LazyPPL into a strict, data-oriented Rust backend reduces thunk size from about 16 to 4 bytes, stores nodes and…
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Probabilistic programming interfaces for random graphs: Markov categories, graph...POPL 20242024-01-14
Proves an equivalence: a well-behaved implementation of an abstract graph type (vertices, new, edge) corresponds exactly to a graphon. Uses Markov categories…
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Affine Monads and Lazy Structures for Bayesian ProgrammingPOPL 20232023-01-15
Argues that infinite-dimensional Bayesian models (Poisson, Gaussian, Dirichlet, Beta, jump processes) are naturally expressed with lazy streams and infinite…
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Higher order programming with probabilistic effects: A model of stochastic memo...HOPE 20222022-09-11
Claims a concrete categorical model that makes stochastic memoization respect the crucial dataflow property while keeping higher-order functions by building a…
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