Machine Learning
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Multi-Task Learning
Quick Definition
Training one model for multiple related tasks simultaneously
Full Definition
Training a single model to perform multiple related tasks simultaneously.
Examples
joint prediction models, shared representations
Related Terms
transfer-learning
shared-representation
More Machine Learning Terms
PCA
Statistical technique reducing dimensionality via principal components
AdaBoost
Combining weak classifiers with adaptive sample weighting
Active Learning
Algorithm selecting most informative data points for labeling
Dropout
Regularization randomly deactivating neurons during training
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
Bayesian Optimization
Optimizing expensive functions using a probabilistic model