Browsing by Keywords "Sequential"
Now showing items 1-4 of 4
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Bağlam ağaçları ile ardışık doğrusal olmayan bağlanım
(IEEE, 2014-04)Bu bildiride, ardışık doğrusal olmayan bağlanım problemi incelenmiş ve bağlam ağaçları kullanarak etkili bir öğrenme algoritması sunulmuştur. Bu amaçla, bağlanım alanı parçalara ayrılmış ve oluşan bölgeler bağlam ağacı ile ... -
Online classification via self-organizing space partitioning
(Institute of Electrical and Electronics Engineers Inc., 2016)The authors study online supervised learning under the empirical zero-one loss and introduce a novel classification algorithm with strong theoretical guarantees. The proposed method is a highly dynamical self-organizing ... -
Piecewise nonlinear regression via decision adaptive trees
(IEEE, 2014-09)We investigate the problem of adaptive nonlinear regression and introduce tree based piecewise linear regression algorithms that are highly efficient and provide significantly improved performance with guaranteed upper ... -
Twice-universal piecewise linear regression via infinite depth context trees
(IEEE, 2015)We investigate the problem of sequential piecewise linear regression from a competitive framework. For an arbitrary and unknown data length n, we first introduce a method to partition the regressor space. Particularly, we ...
