User Tools

Site Tools


Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
Last revision Both sides next revision
research:largescale [2012/12/24 11:57]
leonb [Approximate Optimization]
research:largescale [2013/02/25 09:55]
leonb [Related]
Line 70: Line 70:
 complexity of the underlying optimization  complexity of the underlying optimization 
 algorithms in non-trivial ways. algorithms in non-trivial ways.
- 
- 
 For instance, [[:research:stochastic|Stochastic Gradient Descent (SGD)]] algorithms For instance, [[:research:stochastic|Stochastic Gradient Descent (SGD)]] algorithms
 appear to be mediocre optimization algorithms and yet are shown to  appear to be mediocre optimization algorithms and yet are shown to 
Line 82: Line 80:
   * NIPS 2007 tutorial "[[:talks/largescale|Large Scale Learning]]".   * NIPS 2007 tutorial "[[:talks/largescale|Large Scale Learning]]".
  
 +===== Related =====
 +
 +   * [[:research:stochastic|Stochastic gradient learning algorithms]]
 ===== Papers ===== ===== Papers =====
  
research/largescale.txt ยท Last modified: 2013/02/25 09:57 by leonb

Page Tools