function value 0.001312784
function difference 0.001247315
approximate function 0.001245393
new function 0.001238753
training time 0.0012306560000000001
function reduction 0.001143164
differentiable function 0.0011208239999999999
function reduc 0.0011208239999999999
proximate function 0.0011208239999999999
function reductionl 0.0011208239999999999
function aiist 0.0011208239999999999
feature 0.00108973
newton method 0.00108795
same property 0.001072804
sequential method 0.001047951
popular method 0.001046065
other approaches 0.001031446
parallel method 0.001021907
probability distribution 0.001003972
conditional probability 9.86661E-4
other components 9.81188E-4
ton method 9.77397E-4
maxent models 9.72302E-4
method simul 9.70966E-4
relative difference 9.291169999999999E-4
natural language 9.155550000000001E-4
same situation 9.11385E-4
total time 9.08599E-4
features 8.97059E-4
training samples 8.83277E-4
weight vector 8.799400000000001E-4
many areas 8.79533E-4
many variants 8.7467E-4
function 8.69165E-4
checking time 8.53898E-4
time ver 8.53898E-4
first newton 8.526339999999999E-4
tion value 8.24905E-4
value difference 8.21769E-4
relative func 8.193079999999999E-4
simple way 8.182879999999999E-4
regularization parameter 8.05178E-4
document classification 8.012E-4
full newton 7.98413E-4
empirical probability 7.970239999999999E-4
language processing 7.957960000000001E-4
brown corpus 7.77563E-4
newton step 7.61043E-4
ing tasks 7.60011E-4
first row 7.59562E-4
linear convergence 7.543890000000001E-4
scaling methods 7.48241E-4
maximum entropy 7.28394E-4
lbfgs methods 7.23982E-4
search procedure 7.22979E-4
linear svm 7.19955E-4
method 7.19573E-4
approximation functions 7.13608E-4
tion term 7.11911E-4
models 7.0591E-4
general framework 7.03539E-4
regularization term 7.02062E-4
scgis use 7.01183E-4
whole vector 6.99662E-4
newton direction 6.968079999999999E-4
line search 6.903269999999999E-4
iis figure 6.85657E-4
approximate functions 6.75913E-4
sus testing 6.73232E-4
use simi 6.72735E-4
second row 6.712879999999999E-4
final convergence 6.63432E-4
total number 6.546270000000001E-4
popular approaches 6.497180000000001E-4
optimization viewpoint 6.4463E-4
newton iteration 6.36325E-4
average number 6.357719999999999E-4
approximate functionat 6.28393E-4
training 6.27936E-4
corresponding element 6.264770000000001E-4
results 6.26319E-4
subsequent newton 6.24647E-4
implementation properties 6.17362E-4
unified framework 6.14358E-4
additional condition 6.11923E-4
iterative scaling 6.11138E-4
above discussion 6.05639E-4
last condition 6.04842E-4
optimal fying 5.96357E-4
sequential condi 5.927829999999999E-4
extra spaces 5.906010000000001E-4
scgis gis 5.903309999999999E-4
gis scgis 5.903309999999999E-4
decrease condition 5.903169999999999E-4
sufficient decrease 5.88402E-4
ton direction 5.862549999999999E-4
ization term 5.86122E-4
tight boundeasy 5.85648E-4
della pietra 5.85648E-4
separable functiona 5.85648E-4
