From 6c445a8c20ba1a7211fdff3290d1807f1dfe7d9e Mon Sep 17 00:00:00 2001
From: Carlo Ciliberto <cciliber@gmail.com>
Date: Mon, 8 Oct 2018 17:41:32 +0100
Subject: [PATCH] Added example for fixed matrxi A in the dual case

---
 main.m | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/main.m b/main.m
index 6b5ae07..aff03e7 100644
--- a/main.m
+++ b/main.m
@@ -102,6 +102,14 @@
 % The output kernel learning modality (independent, trace, frobenius, etc.)
 methods = {Train.rls_mtl_dual('ind'),Train.rls_mtl_dual('trace'),Train.rls_mtl_dual('frobenius')};%,Train.rls_mtl('sparse')};%,@okl_wrapper};
 
+% adding also the case of a known matrix A (here just a random matrix
+A = rand(T);
+A = A*A'; % needs to be psd of course
+
+tmp_train_method = Train.rls_mtl_dual('fix');
+methods{end+1} = @(X,Y,lambda) tmp_train_method(X,Y,lambda,A);
+% ----------
+
 time_methods = zeros(numel(methods),1);
 scores_methods = zeros(numel(methods),1);