The LSTM, feeding by image-sentence pairs sequentially in the training stage, is trained to maximize the joint probability of target word in each time step.
For parameter estimation, RBMs are trained to maximize the product of probabilities assigned to some training set data.
And be aggressive: the in-store folk are trained to maximize every dollar, so be assertive and tell them that it's their policy that allows this.
CRFs are undirected graphical models that are trained to maximize a conditional probability of random variables, and have been successfully used in numerous sequential labelling tasks, such as named entity recognition and Chinese word segmentation.
However, the identification classifier is trained to maximize classification accuracy on identification.
The machine learning model utilized herein is the CRF model, which is an undirected graphical model that is trained to maximize a conditional probability of random variables.
Third, healthcare providers need to be better trained to maximize the effectiveness of infection control measures, including use of masks, respirators, and other personal protective equipment.
Probabilistic graphical models are typically trained to maximize the likelihood of the training data and evaluated on some measure of accuracy on the test data.
One important technique in AI is reinforcement learning whereby a computer is trained to take actions that maximize a certain reward function.
Interviewers were trained to standardize the information collection process in order to maximize reliability of the data and minimize bias.
