Machine Learning
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Autoencoder
Quick Definition
Neural network learning compressed data representations
Full Definition
A neural network learning compressed representations by encoding input data and reconstructing it at the output.
Examples
dimensionality reduction, denoising, anomaly detection
Related Terms
variational-autoencoder
deep-learning
More Machine Learning Terms
Survival Analysis
Statistical methods analyzing time until an event occurs
Unsupervised Learning
Discovering hidden patterns in unlabeled data
Random Forest
Ensemble of decision trees that votes on predictions
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Active Learning
Algorithm selecting most informative data points for labeling
Underfitting
When a model is too simple to capture data patterns