Blog - Muriz Serifovic

Language Models, Statistical Learning, Mathematics, Topology

2021

Topological Analysis of Transneuronal Spreading Mechanisms by Persistent Homology

Revisiting Deep Learning Based Classification Methods of Diabetic Retinopathy and Macular Edema in 2D Fundus Photography

2019

Predicting Most Important Passages in YouTube Tech Talks with Unsupervised Graph-Based Ranking Models

Profiling and Optimizing Python Algorithms in Scientific Environments (Towards Data Science)

2018

Image-to-Recipe Translation with Deep Convolutional Neural Networks (Towards Data Science)

2016

Genetic Algorithm for Self-Referential Image Approximation

2015

Discrete Optimization Algorithm for Converting an Image to a Connected Graph of Strings