npinto / asgd

Averaged Stochastic Gradient Descent Classifiers
41 stars 21 forks source link

ENH: warm-up period with exponential moving asgd and switch from sgd to asgd when empirical loss gets higher #9

Open npinto opened 13 years ago

npinto commented 13 years ago

The idea is to boost the performance by "disabling" the averaging until it gets useful. start with exp_moving_asgd_step_size=1e-2 ?