Graduate Descent

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Tag: implicit-function-theorem

2017

Backprop is not just the chain rule

Aug 18 2017

calculus automatic-differentiation implicit-function-theorem Lagrange-multipliers

2016

Gradient-based hyperparameter optimization and the implicit function theorem

Mar 05 2016

calculus hyperparameter-optimization implicit-function-theorem

Recent Posts

Backprop is not just the chain rule
Gradient-based hyperparameter optimization and the implicit function theorem

Tags

numerical, efficiency, sampling-without-replacement, statistics, notebook, ordered-sampling, sampling, algorithms, Gumbel, decision-making, reservoir-sampling, optimization, rl, machine-learning, calculus, automatic-differentiation, implicit-function-theorem, Lagrange-multipliers, testing, counterfactual-reasoning, importance-sampling, datastructures, incremental-computation, data-structures, rant, hyperparameter-optimization, crf, deep-learning, structured-prediction, visualization

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