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ECML
2006
Springer
15 years 8 months ago
Bandit Based Monte-Carlo Planning
Abstract. For large state-space Markovian Decision Problems MonteCarlo planning is one of the few viable approaches to find near-optimal solutions. In this paper we introduce a new...
Levente Kocsis, Csaba Szepesvári
ACL
2008
15 years 6 months ago
Pairwise Document Similarity in Large Collections with MapReduce
This paper presents a MapReduce algorithm for computing pairwise document similarity in large document collections. MapReduce is an attractive framework because it allows us to de...
Tamer Elsayed, Jimmy J. Lin, Douglas W. Oard
EMNLP
2007
15 years 6 months ago
Online Large-Margin Training for Statistical Machine Translation
We achieved a state of the art performance in statistical machine translation by using a large number of features with an online large-margin training algorithm. The millions of p...
Taro Watanabe, Jun Suzuki, Hajime Tsukada, Hideki ...
IJCAI
2007
15 years 6 months ago
The Logic Behind Weighted CSP
We define a translation from Weighted CSP to signed Max-SAT, and a complete resolution-style calculus for solving signed Max-SAT. Based on these results, we then describe an orig...
Carlos Ansótegui, Maria Luisa Bonet, Jordi ...
MVA
2000
150views Computer Vision» more  MVA 2000»
15 years 6 months ago
Real-Time Camera Parameter Estimation from Images for a Wearable Vision System
In this paper, we propose a method of estimating camera parameters for annotating 3D virtual objects with a wearable vision system. The proposed method tracks natural feature poin...
Takashi Okuma, Takeshi Kurata, Katsuhiko Sakaue