optimization
2017-04-20 20:51:58 0 举报AI智能生成
Deep Learning Network Optimization
作者其他创作
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optimization
How it differs from traditional optimization problems
Empirical Risk Minimization
indirectly minimize generalization error
Surrogate Loss Functions and Early Stopping
0-1 loss -> likelihood
Batch and Minibatch
Challenges in NN optimization
Practical Algorithms
optimization algorithms
initialization strategies
Advanced Algorithms
adapt learning rate
second-order derivatives
Literature Review
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