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
Autoencoder
Neural network learning compressed data representations
Machine Learning
AI subset where systems learn patterns from data
Learning Rate
Hyperparameter controlling gradient descent step size
Model Selection
Choosing the best ML model from candidates
Supervised Learning
Learning from labeled training data with input-output pairs
Lasso Regression
Regularized regression using L1 penalty for feature selection