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AAAI
2011
12 years 10 months ago
Fast Newton-CG Method for Batch Learning of Conditional Random Fields
We propose a fast batch learning method for linearchain Conditional Random Fields (CRFs) based on Newton-CG methods. Newton-CG methods are a variant of Newton method for high-dime...
Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Ok...
ACMACE
2011
ACM
12 years 10 months ago
WeQuest: scalable alternate reality games through end-user content authoring
Alternate Reality Games (ARGs) are interactive narrative experiences that engage the player by layering a fictional world over the real world. Mobile ARG stories are often geo-sp...
Andrew Macvean, Sanjeet Hajarnis, Brandon Headrick...
CIKM
2011
Springer
12 years 10 months ago
Keyword search over RDF graphs
Large knowledge bases consisting of entities and relationships between them have become vital sources of information for many applications. Most of these knowledge bases adopt the...
Shady Elbassuoni, Roi Blanco
TSP
2012
12 years 5 months ago
Distributed Covariance Estimation in Gaussian Graphical Models
—We consider distributed estimation of the inverse covariance matrix in Gaussian graphical models. These models factorize the multivariate distribution and allow for efficient d...
Ami Wiesel, Alfred O. Hero
INFOCOM
2012
IEEE
12 years 12 days ago
WILL: Wireless indoor localization without site survey
—Indoor localization is of great importance for a range of pervasive applications, attracting many research efforts in the past two decades. Most radio-based solutions require a ...
Chenshu Wu, Zheng Yang, Yunhao Liu, Wei Xi