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Št. zadetkov: 7
STAIR: The STanford Artificial Intelligence Robot project
Andrew McCallum , Andrew Ng
Video in druga učna gradiva
Oznake: computer science;artificial intelligence;robotics
This talk will describe the STAIR home assistant robot project, and several satellite projects that led to key STAIR components such as (i) robotic grasping of previously unknown objects, (ii) depth perception from a single still image, and (iii) apprenticeship learning for control. Since its bir ...
Leto: 2008 Vir: videolectures.net
MCMC Inference Inside the DB for Extraction, Resolution, Alignment, Provenance and Queries
Andrew McCallum
Video in druga učna gradiva
Oznake: computer science;machine learning;monte carlo methods;markov processes
Leto: 2010 Vir: videolectures.net
Welcome Speech at the First Workshop on Automated Knowledge Based Construction 2010
Andrew McCallum
Video in druga učna gradiva
Oznake: computer science
Leto: 2010 Vir: videolectures.net
Best Papers Awards ICML 2008
Andrew McCallum
Video in druga učna gradiva
Oznake: events
Leto: 2008 Vir: videolectures.net
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
Andrew McCallum
Video in druga učna gradiva
Oznake: computer science;text mining;machine learning;bayesian learning
Although fully generative models have been successfully used to model the contents of text documents, they are often awkward to apply to combinations of text data and document metadata. In this paper we propose a Dirichlet-multinomial regression (DMR) topic model that includes a log-linear prior ...
Leto: 2008 Vir: videolectures.net
Representation and Reasoning with Universal Schema Embeddings
Andrew McCallum
Video in druga učna gradiva
Oznake: computer science;semantic web
Work in knowledge representation has long struggled to design schemas of entity- and relation-types that capture the desired balance of specificity and generality while also supporting reasoning and information integration from various sources of input evidence. In our "universal schema" approach to ...
Leto: 2015 Vir: videolectures.net
Knowledge Base Construction with Epistemological Databases
Andrew McCallum , AKBC-WEKEX
Video in druga učna gradiva
Oznake: computer science;information extraction;natural language processing;text mining;semantic web
Leto: 2012 Vir: videolectures.net
Št. zadetkov: 7
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