spams::FISTA::LossMatSup< T, L > Class Template Reference

#include <fista.h>

Inheritance diagram for spams::FISTA::LossMatSup< T, L >:

Collaboration diagram for spams::FISTA::LossMatSup< T, L >:

Detailed Description

template<typename T, typename L>
class spams::FISTA::LossMatSup< T, L >

Definition at line 931 of file fista.h.

Public Member Functions
virtual void	dummy ()=0
T	eval (const Matrix< T > &w) const
virtual T	fenchel (const Matrix< T > &input) const
void	grad (const Matrix< T > &w, Matrix< T > &grad) const
virtual void	init (const Matrix< T > &input)
virtual bool	is_fenchel () const
	LossMatSup ()
virtual void	var_fenchel (const Matrix< T > &x, Matrix< T > &grad1, Matrix< T > &grad2, const bool intercept) const
virtual	~LossMatSup ()
Public Member Functions inherited from spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >
	Loss ()
virtual bool	test_backtracking (const Matrix< T > &y, const Matrix< T > &grad, const Matrix< T > &prox, const T L) const
virtual	~Loss ()

Protected Attributes
L **	_losses
int	_N

Private Member Functions
	LossMatSup (const LossMatSup< T, L > &dict)
LossMatSup< T, L > &	operator= (const LossMatSup< T, L > &dict)

Private Attributes
int	_m

Constructor & Destructor Documentation

template<typename T, typename L>

spams::FISTA::LossMatSup< T, L >::LossMatSup ( )

inline

Definition at line 933 of file fista.h.

template<typename T, typename L>

virtual spams::FISTA::LossMatSup< T, L >::~LossMatSup ( )

inlinevirtual

Definition at line 935 of file fista.h.

template<typename T, typename L>

spams::FISTA::LossMatSup< T, L >::LossMatSup ( const LossMatSup< T, L > &  dict )

explicitprivate

Member Function Documentation

template<typename T, typename L>

virtual void spams::FISTA::LossMatSup< T, L >::dummy ( )

pure virtual

Implemented in spams::FISTA::LossMat< T, SqLossMissing< T > >, and spams::FISTA::LossMat< T, LogLoss< T, weighted > >.

template<typename T, typename L>

T spams::FISTA::LossMatSup< T, L >::eval ( const Matrix< T > &  w ) const

inlinevirtual

Implements spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >.

Definition at line 952 of file fista.h.

template<typename T, typename L>

virtual T spams::FISTA::LossMatSup< T, L >::fenchel ( const Matrix< T > &  input ) const

inlinevirtual

Implements spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >.

Definition at line 970 of file fista.h.

template<typename T, typename L>

void spams::FISTA::LossMatSup< T, L >::grad ( const Matrix< T > &  w, Matrix< T > &  grad  ) const

inlinevirtual

Implements spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >.

Definition at line 961 of file fista.h.

template<typename T, typename L>

virtual void spams::FISTA::LossMatSup< T, L >::init ( const Matrix< T > &  input )

inlinevirtual

Implements spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >.

Definition at line 943 of file fista.h.

template<typename T, typename L>

virtual bool spams::FISTA::LossMatSup< T, L >::is_fenchel ( ) const

inlinevirtual

Reimplemented from spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >.

Definition at line 990 of file fista.h.

template<typename T, typename L>

LossMatSup<T,L>& spams::FISTA::LossMatSup< T, L >::operator= ( const LossMatSup< T, L > &  dict )

private

template<typename T, typename L>

virtual void spams::FISTA::LossMatSup< T, L >::var_fenchel ( const Matrix< T > &  x, Matrix< T > &  grad1, Matrix< T > &  grad2, const bool  intercept  ) const

inlinevirtual

Implements spams::FISTA::Loss< T, Matrix< T >, Matrix< T > >.

Definition at line 979 of file fista.h.

Member Data Documentation

template<typename T, typename L>

L** spams::FISTA::LossMatSup< T, L >::_losses

protected

Definition at line 1005 of file fista.h.

template<typename T, typename L>

int spams::FISTA::LossMatSup< T, L >::_m

private

Definition at line 1001 of file fista.h.

template<typename T, typename L>

int spams::FISTA::LossMatSup< T, L >::_N

protected

Definition at line 1004 of file fista.h.

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The documentation for this class was generated from the following file:

• ThirdParty/Spams/include/fista.h