early stopping
2 episodes mention this concept
lexfridmanSep 27, 2016Theano: A Symbolic Expression Compiler for Deep Learning and GPU Acceleration
TechnologyTheanoSymbolic expression compilerComputation graphAutomatic differentiation- lexfridman
Practical Deep Learning Strategies: Scale, End-to-End Architectures, and Evolving Bias-Variance Trade-offs
TechnologyDeep Learning ProgressScale (Data & Computation)Traditional Learning AlgorithmsNeural Networks
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Related concepts
Concepts that appear alongside early stopping across episodes.
- neural networks
- training error
- traditional learning algorithms
- graph optimization
- numerical stability
- development set error
- cross-entropy loss
- max pooling
- long short-term memory (lstm)
- feature engineering
- phonemes
- data parallelism
- unsupervised learning
- bias-variance trade-off
- speech recognition
- crowdsourcing for labeling
- numpy syntax
- intermediate representations
- logistic regression
- high variance (overfitting)