Inference problems - PowerPoint PPT Presentation

Knowledge Representation and Reasoning using Description Logic

Knowledge Representation and Reasoning using Description Logic. Presenter Shamima Mithun. Overview. Introduction to Description Logics (DL) DL Syntax and Semantic DL Systems Architecture Reasoning Techniques KB Construction and Access using PowerLoom. Introduction.

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633 views • 36 slides

Particle filtering

Particle filtering. introduction. also known as Sequential Monte Carlo methods (SMC) Particles X t = x t [1] , x t [2] , …, x t [M] x t [m] p( x t |z 1:t ,u 1:t ). Particle Filter Algorithm. Create particles as samples from the initial state distribution p ( x 0 ).

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404 views • 17 slides

Margin-based Decomposed Amortized Inference Gourab Kundu, Vivek Srikumar, Dan Roth

Margin-based Decomposed Amortized Inference Gourab Kundu, Vivek Srikumar, Dan Roth. Amortized Inference. General Recipe.

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159 views • 1 slides

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