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IJCAI
2007
13 years 6 months ago
Learning to Identify Unexpected Instances in the Test Set
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
IJCAI
2007
13 years 6 months ago
First Order Decision Diagrams for Relational MDPs
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
IJCAI
2007
13 years 6 months ago
A Ranking Approach to Pronoun Resolution
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
IJCAI
2007
13 years 6 months ago
Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning
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
IJCAI
2007
13 years 6 months ago
Machine Learning for On-Line Hardware Reconfiguration
Jonathan Wildstrom, Peter Stone, Emmett Witchel, M...
IJCAI
2007
13 years 6 months ago
Automatic Verification of Knowledge and Time with NuSMV
Alessio Lomuscio, Charles Pecheur, Franco Raimondi
IJCAI
2007
13 years 6 months ago
Automatic Acquisition of Context-Specific Lexical Paraphrases
Shiqi Zhao, Ting Liu, Xincheng Yuan, Sheng Li, Yu ...