2 citations · 5 across the 7 of their papers we have counts for
8 papers
A computing machinery using a continuous memory tape
Yigit Oktar
By considering a discrete tape where each cell corresponds to an integer, thus to a possible sum, a pseudo-polynomial solution can be given to subset sum problem, which is an NP-co…
Casting graph isomorphism as a point set registration problem using a simplex embedding and sampling
Yigit Oktar
Graph isomorphism is an important problem as its worst-case time complexity is not yet fully understood. In this study, we try to draw parallels between a related optimization prob…
On the Preservation of Spatio-temporal Information in Machine Learning Applications
Yigit Oktar, Mehmet Turkan
In conventional machine learning applications, each data attribute is assumed to be orthogonal to others. Namely, every pair of dimension is orthogonal to each other and thus there…
Evolutionary Simplicial Learning as a Generative and Compact Sparse Framework for Classification
Yigit Oktar, Mehmet Turkan
Dictionary learning for sparse representations has been successful in many reconstruction tasks. Simplicial learning is an adaptation of dictionary learning, where subspaces become…
Self-recognition in conversational agents
Yigit Oktar, Erdem Okur, Mehmet Turkan
In a standard Turing test, a machine has to prove its humanness to the judges. By successfully imitating a thinking entity such as a human, this machine then proves that it can als…
Convolutional Neural Networks: A Binocular Vision Perspective
Yigit Oktar, Diclehan Karakaya, Oguzhan Ulucan +1
It is arguable that whether the single camera captured (monocular) image datasets are sufficient enough to train and test convolutional neural networks (CNNs) for imitating the bio…
Boosting Dictionary Learning with Error Codes
Yigit Oktar, Mehmet Turkan
In conventional sparse representations based dictionary learning algorithms, initial dictionaries are generally assumed to be proper representatives of the system at hand. However,…
Depth Estimation from Single Image using Sparse Representations
Yigit Oktar
Monocular depth estimation is an interesting and challenging problem as there is no analytic mapping known between an intensity image and its depth map. Recently there has been a l…