IJCAI 2007 | Sciweavers

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IJCAI
2007

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Learning to Identify Unexpected Instances in the Test Set

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Traditional classification involves building a classifier using labeled training examples from a set of predefined classes and then applying the classifier to classify test instan...

Xiaoli Li, Bing Liu, See-Kiong Ng

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IJCAI
2007

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Permanents, Transport Polytopes and Positive Definite Kernels on Histograms

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Marco Cuturi

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IJCAI
2007

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First Order Decision Diagrams for Relational MDPs

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Dynamic programming algorithms provide a basic tool identifying optimal solutions in Markov Decision Processes (MDP). The paper develops a representation for decision diagrams sui...

Chenggang Wang, Saket Joshi, Roni Khardon

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IJCAI
2007

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A Ranking Approach to Pronoun Resolution

14 years 1 months ago

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We propose a supervised maximum entropy ranking approach to pronoun resolution as an alternative to commonly used classiﬁcation-based approaches. Classiﬁcation approaches cons...

Pascal Denis, Jason Baldridge

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IJCAI
2007

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Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning

14 years 1 months ago

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TD-FALCON is a self-organizing neural network that incorporates Temporal Difference (TD) methods for reinforcement learning. Despite the advantages of fast and stable learning, TD...

Ah-Hwee Tan

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IJCAI
2007

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Machine Learning for On-Line Hardware Reconfiguration

14 years 1 months ago