~/talks

Matin Ghavami

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where they keep going back

  • LAFI2 editions2024–2026

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who talks about the same things

titleconferencedate
Event-based Design Abstractions for Agent HarnessesPAgE 20262026-06-15
Proposes an event-driven harness where a durable append-only event log is the single source of truth, with independent facets that fold over the log to derive…
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A Design for Massively Parallel Gibbs Sampling on the GPU via Static and Dynamic(…)LAFI 20262026-01-11
Design enables massively parallel Gibbs sampling on GPUs by combining a factor-based intermediate representation for static graph-coloring to expose…
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Probabilistic Programming with Programmable Variational InferencePLDI 20242024-06-24
Proposes a compositional, provably correct route to variational inference that turns user-written model, guide, and objective programs into unbiased gradient…
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GenSQL: A Probabilistic Programming System for Querying Generative Models of Database(…)PLDI 20242024-06-24
GenSQL is a SQL extension that runs Bayesian queries over generative table models, provides a unified model API (supports PPLs, GLMs, CTGAN, and a…
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MultiSPPL: extending SPPL with multivariate leaf nodesLAFI 20242024-01-14
Claims that extending SPPL’s SPN leaves with a SPINNY interface of five methods (sample, PDF, prop, condition, constrain) guarantees closure under conditioning…
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