Machine Learning
20 views
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
AdaBoost
Combining weak classifiers with adaptive sample weighting
Feature Engineering
Creating and transforming input variables to improve performance
PCA
Statistical technique reducing dimensionality via principal components
Reinforcement Learning ML
Learning optimal decisions through environment interaction
Active Learning
Algorithm selecting most informative data points for labeling
Markov Chain
Stochastic model where events depend only on previous state