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» Evaluating Discourse Processing Algorithms
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124
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ICML
2010
IEEE
15 years 3 months ago
Budgeted Nonparametric Learning from Data Streams
We consider the problem of extracting informative exemplars from a data stream. Examples of this problem include exemplarbased clustering and nonparametric inference such as Gauss...
Ryan Gomes, Andreas Krause
120
Voted
ICML
2010
IEEE
15 years 3 months ago
Convergence of Least Squares Temporal Difference Methods Under General Conditions
We consider approximate policy evaluation for finite state and action Markov decision processes (MDP) in the off-policy learning context and with the simulation-based least square...
Huizhen Yu
114
Voted
AMAI
2008
Springer
15 years 2 months ago
Mixed deterministic and probabilistic networks
Abstract The paper introduces mixed networks, a new graphical model framework for expressing and reasoning with probabilistic and deterministic information. The motivation to devel...
Robert Mateescu, Rina Dechter
132
Voted
FGCS
2008
99views more  FGCS 2008»
15 years 2 months ago
An innovative workflow mapping mechanism for Grids in the frame of Quality of Service
The advent of Grid environments made feasible the solution of computational intensive problems in a reliable and cost-effective way. As workflow systems carry out more complex and...
Dimosthenis Kyriazis, Konstantinos Tserpes, Andrea...
113
Voted
IJDAR
2008
92views more  IJDAR 2008»
15 years 2 months ago
Optical recognition of psaltic Byzantine chant notation
Abstract This paper describes a document recognition system for the modern neume based notation of Byzantine music. We propose algorithms for page segmentation, lyrics removal, syn...
Christoph Dalitz, Georgios K. Michalakis, Christin...