'Probabilistic relational models' presentation slideshows

Probabilistic Models of Object-Relational Domains

Probabilistic Models of Object-Relational Domains. Daphne Koller Stanford University Joint work with:. Lise Getoor. Ben Taskar. Drago Anguelov. Pieter Abbeel. Rahul Biswas. Nir Friedman. Ming-Fai Wong. Evan Parker. Avi Pfeffer. Eran Segal. Intell_Jane. Diffic_CS101. Intell_George.

630 views • 51 slides

Markov Logic And other SRL Approaches

Markov Logic And other SRL Approaches. Overview. Statistical relational learning Markov logic Basic inference Basic learning. Statistical Relational Learning. Goals: Combine (subsets of) logic and probability into a single language Develop efficient inference algorithms

721 views • 35 slides

Identification of overlapping biclusters using Probabilistic Relational Models

Identification of overlapping biclusters using Probabilistic Relational Models. Tim Van den Bulcke Hui Zhao Kristof Engelen Bart De Moor Kathleen Marchal. PMCB Workshop Thursday, 26 July, 2007. Overview. Biclustering and biology Probabilistic Relational Models

464 views • 32 slides

Intelligent Systems (AI-2) Computer Science cpsc422 , Lecture 30 Mar, 28, 2014

Intelligent Systems (AI-2) Computer Science cpsc422 , Lecture 30 Mar, 28, 2014. Slide source: from David Page (MIT) (which were from From Lise Getoor , Nir Friedman, Daphne Koller , and Avi Pfeffer ) and from Lise Getoor. 422 big picture. Hybrid. Prob relational models

364 views • 31 slides

QuASI: Question Answering using Statistics, Semantics, and Inference

QuASI: Question Answering using Statistics, Semantics, and Inference. Marti Hearst, Jerry Feldman, Chris Manning, Srini Narayanan Univ. of California-Berkeley / ICSI / Stanford University. Outline. Project Overview Three topics: Assigning semantic relations via lexical hierarchies

408 views • 27 slides

S tatistical R elational L earning: A Quick Intro

S tatistical R elational L earning: A Quick Intro. Lise Getoor University of Maryland, College Park. acknowledgements. Synthesis of ideas of many individuals who have participated in various SRL workshops :

401 views • 25 slides

A PRM?based Approach to Assessment of Network Security

316 views • 20 slides

Probabilistic Databases

Probabilistic Databases. Amol Deshpande, University of Maryland. Overview. V.S. Subrahmanian ProbView, PXML, Temporal Probabilistic Databases, Probabilistic Aggregates Lise Getoor Statistical Relational Learning, Probabilistic Relational Models, Entity Resolution Amol

363 views • 18 slides