AAAI
2015
10 years 1 months ago
2015
Most typical statistical and machine learning approaches to time series modeling optimize a singlestep prediction error. In multiple-step simulation, the learned model is iterativ...
AAAI
2015
10 years 1 months ago
2015
We present an approach to incorporate interesting and compelling characters in planning-based narrative generation. The approach is based on a computational model that utilizes ch...
AAAI
2015
10 years 1 months ago
2015
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AAAI
2015
10 years 1 months ago
2015
The expressive power of a Gaussian process (GP) model comes at a cost of poor scalability in the data size. To improve its scalability, this paper presents a low-rank-cum-Markov a...
AAAI
2015
10 years 1 months ago
2015
Covariate shift correction allows one to perform inference even when the distribution of the covariates on the training set does not match those on the test set. This is achieved ...