Sentence examples for computational learning methods from inspiring English sources

Note that the parameters used by our program in the above experiments have been manually optimized as computational learning methods for fine tuning the parameters require prohibitive computational resources.

We present a computational learning method for bio-molecular classification.

SVM is a relatively new computational learning method based on the statistical learning theory which is based on Vapnik-Chervonenkis theory.

Regina Barzilay (ENG'03), a professor of computer science at MIT, is a computational linguist who develops machine learning methods that allow computers to interpret unstructured documents and perform real-world tasks.

The computational cost of deep learning methods is also much greater than our method.

While NHANES has existed for over 40 years, recent advances in computational power and statistical learning methods have enabled researchers to analyze this data in new and powerful ways.

Additionally, much larger size of mammalian genomes will undoubtedly be a challenge to computational scalability of machine learning methods.

Topics include: supervised learning, ensemble methods and boosting, neural networks, support vector machines, kernel methods, clustering and unsupervised learning, maximum likelihood, graphical models, hidden Markov models, inference methods, and computational learning theory.

In her research she develops machine learning methods and computational models to gain a deeper understanding of the structure and dynamics of meaning representations both in language and in humans.

RSA trait values are integrated into a computational pipeline that utilizes supervised learning methods to determine which traits best separate two genotypes, and then ranks the traits according to their contribution to each pairwise comparison.

Several computational approaches based on machine learning methods have also been implemented.