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» Generation of Attributes for Learning Algorithms
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JMLR
2010
134views more  JMLR 2010»
13 years 2 months ago
Half Transductive Ranking
We study the standard retrieval task of ranking a fixed set of items given a previously unseen query and pose it as the half transductive ranking problem. The task is transductive...
Bing Bai, Jason Weston, David Grangier, Ronan Coll...
TOG
2010
64views more  TOG 2010»
13 years 2 months ago
K-set tilable surfaces
This paper introduces a method for optimizing the tiles of a quadmesh. Given a quad-based surface, the goal is to generate a set of K quads whose instances can produce a tiled sur...
Chi-Wing Fu, Chi-Fu Lai, Ying He 0001, Daniel Cohe...
CVPR
2011
IEEE
12 years 11 months ago
Compact Hashing with Joint Optimization of Search Accuracy and Time
Similarity search, namely, finding approximate nearest neighborhoods, is the core of many large scale machine learning or vision applications. Recently, many research results dem...
Junfeng He, Regunathan Radhakrishnan, Shih-Fu Chan...
JAISE
2011
191views more  JAISE 2011»
12 years 10 months ago
Supporting peace of mind and independent living with the Aurama awareness system
An awareness system was designed to provide peace of mind and a sense of connectedness to adults who care for an elderly parent living alone. The iterative design of the Aurama awa...
Pavan Dadlani, Panos Markopoulos, Alexander Sinits...
ATAL
2011
Springer
12 years 7 months ago
Maximum causal entropy correlated equilibria for Markov games
Motivated by a machine learning perspective—that gametheoretic equilibria constraints should serve as guidelines for predicting agents’ strategies, we introduce maximum causal...
Brian D. Ziebart, J. Andrew Bagnell, Anind K. Dey