Predicate Exchange Inference with Declarative Knowledge Zenna - PowerPoint PPT Presentation

Feb 24, 2024 •124 likes •237 views

Predicate Exchange Inference with Declarative Knowledge Zenna Tavares Javier Burroni, Edgar Minasyan, Armando Solar Lezama, Rajesh Ranganath Objective Objective Priors with constraints condition on balls not intersecting Inverse Graphics with

Predicate Exchange Inference with Declarative Knowledge Zenna Tavares Javier Burroni, Edgar Minasyan, Armando Solar Lezama, Rajesh Ranganath
Objective
Objective
Priors with constraints condition on balls not intersecting
Inverse Graphics with constraints condition on balls not intersecting
Predicate Exchange
Convert predicates into soft predicates Soft predicate represents degree to which hard predicate is satisfied x 2 ∨ ̃ ¬ ̃ x 2 = ̃ > ̃ ( x > y ) ∨ ¬( = 2) → ( x y ) ( 2)
Approximate Posterior
Temperature trades-off accuracy / convergence
Replica Exchange
Omega.jl: A Causal, Higher-Order PPL github.com/zenna/Omega.jl Poster #52 cond do rcd causal inference higher-order inference

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