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» Experimenting with Nonmonotonic Reasoning
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COLING
2008
15 years 8 months ago
Exact Inference for Multi-label Classification using Sparse Graphical Models
This paper describes a parameter estimation method for multi-label classification that does not rely on approximate inference. It is known that multi-label classification involvin...
Yusuke Miyao, Jun-ichi Tsujii
178
Voted
CLIMA
2006
15 years 8 months ago
Using Jason to Implement a Team of Gold Miners
This paper describes a team of agents that took part in the second CLIMA Contest. The team was implemented in a logic-based language for BDI agents and was run in a Java-based inte...
Rafael H. Bordini, Jomi Fred Hübner, Daniel M...
NIPS
2001
15 years 8 months ago
A Bayesian Model Predicts Human Parse Preference and Reading Times in Sentence Processing
Narayanan and Jurafsky (1998) proposed that human language comprehension can be modeled by treating human comprehenders as Bayesian reasoners, and modeling the comprehension proce...
S. Narayanan, Daniel Jurafsky
WSC
1998
15 years 8 months ago
A Parametric Version of Jackknife-after-Bootstrap
In this paper, we investigate the problem of deriving precision estimates for bootstrap quantities within parametric families. Efron's [1992] jackknife-after-bootstrap is a s...
Jin Wang
148
Voted
NIPS
1996
15 years 8 months ago
Second-order Learning Algorithm with Squared Penalty Term
This paper compares three penalty terms with respect to the efficiency of supervised learning, by using first- and second-order learning algorithms. Our experiments showed that fo...
Kazumi Saito, Ryohei Nakano