regularization
3 episodes mention this concept
lexfridmanOct 8, 2019Optimizing Neural Network Training: Super Convergence, Learning Rates, and Academic Publishing Challenges
Technologylearning ratesuper convergenceneural networkshyper parameters- lexfridman
MIT 6.S094: Deep Learning for Self-Driving Cars - Foundations, Challenges, and Human-Centered AI
TechnologyDeep LearningSelf-Driving CarsArtificial Intelligence (AI)Reinforcement Learning - 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 regularization across episodes.
- neural networks
- deep learning
- unsupervised learning
- reinforcement learning
- representation learning
- scene segmentation
- discriminative learning rates
- development set error
- traditional learning algorithms
- recurrent neural networks (rnns)
- weight decay
- feature engineering
- driver state sensing
- phonemes
- bias-variance trade-off
- overfitting
- speech recognition
- activation functions
- crowdsourcing for labeling
- training error