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» Learning with Local and Global Consistency
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ACL
2012
13 years 8 months ago
Unsupervised Semantic Role Induction with Global Role Ordering
We propose a probabilistic generative model for unsupervised semantic role induction, which integrates local role assignment decisions and a global role ordering decision in a uni...
Nikhil Garg, James Henserdon
EUMAS
2006
15 years 7 months ago
Optimal Strategies for Bidding on Perfect Substitutes in Simultaneous Vickrey Auctions
We derive optimal bidding strategies for a global bidder who participates in multiple, simultaneous second-price auctions with perfect substitutes. We first consider a model where...
Enrico Gerding, Rajdeep K. Dash, David C. K. Yuen,...
AAAI
2004
15 years 7 months ago
Tractable Tree Convex Constraint Networks
A binary constraint network is tree convex if we can construct a tree for the domain of the variables so that for any constraint, no matter what value one variable takes, all the ...
Yuanlin Zhang, Eugene C. Freuder
KDD
2005
ACM
149views Data Mining» more  KDD 2005»
15 years 11 months ago
A distributed learning framework for heterogeneous data sources
We present a probabilistic model-based framework for distributed learning that takes into account privacy restrictions and is applicable to scenarios where the different sites ha...
Srujana Merugu, Joydeep Ghosh
SACI
2007
IEEE
16 years 7 days ago
Map Building and Localization of a Robot Using Omnidirectional Image Sequences
: The paper describes a map building module, where the image sequences of the omnidirectional camera are transformed into virtual top-view ones and melted into the global dynamic m...
Zoltan Vamossy