org.openimaj.ml.linear.learner

Class BilinearSparseFISTALearner

java.lang.Object

org.openimaj.ml.linear.learner.BilinearSparseOnlineLearner

org.openimaj.ml.linear.learner.BilinearSparseFISTALearner

All Implemented Interfaces:

ReadableBinary, ReadWriteableBinary, WriteableBinary, OnlineLearner<gov.sandia.cognition.math.matrix.Matrix,gov.sandia.cognition.math.matrix.Matrix>

public class BilinearSparseFISTALearner
extends BilinearSparseOnlineLearner

Author:

Sina Samangooei (ss@ecs.soton.ac.uk)

Field Summary

Fields inherited from class org.openimaj.ml.linear.learner.BilinearSparseOnlineLearner

bias, biasMode, diagX, eta0_u, eta0_w, lambda_u, lambda_w, loss, params, regul, smf, u, w

Constructor Summary

Constructors

Constructor and Description
BilinearSparseFISTALearner()
BilinearSparseFISTALearner(BilinearLearnerParameters params)

Method Summary

Methods inherited from class org.openimaj.ml.linear.learner.BilinearSparseOnlineLearner

addU, addW, binaryHeader, clone, etat, expandY, getBias, getParams, getU, getW, predict, process, readBinary, reinitParams, setU, setW, updateBias, updateU, updateW, writeBinary

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

BilinearSparseFISTALearner

public BilinearSparseFISTALearner(BilinearLearnerParameters params)

Parameters:

params -

BilinearSparseFISTALearner

public BilinearSparseFISTALearner()