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research:largescale [2012/12/24 11:55] leonb [Approximate Optimization] |
research:largescale [2013/02/25 09:55] leonb [Related] |
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complexity of the underlying optimization | complexity of the underlying optimization | ||
algorithms in non-trivial ways. | algorithms in non-trivial ways. | ||
+ | For instance, [[: | ||
+ | appear to be mediocre optimization algorithms and yet are shown to | ||
+ | [[: | ||
- | |||
- | For instance, [[: | ||
- | appear to be mediocre optimization algorithms | ||
- | and yet are shown to perform extremely well on large-scale learning problems. | ||
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* NIPS 2007 tutorial " | * NIPS 2007 tutorial " | ||
+ | ===== Related ===== | ||
+ | |||
+ | * [[: | ||
===== Papers ===== | ===== Papers ===== | ||
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[[: | [[: | ||
</ | </ | ||
- | |||
- | ===== See also ===== | ||
- | |||
- | * [[stochastic|Learning with Stochastic Gradient Descent]]. | ||
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