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
Machine Learning
AI subset where systems learn patterns from data
Ridge Regression
Regularized regression using L2 penalty to prevent overfitting
Precision Recall
Metrics measuring positive prediction quality and coverage
Model Selection
Choosing the best ML model from candidates
Backpropagation
Algorithm computing gradients for neural network weight updates
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin