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Hi there, my name is Berkant Turan 👋

  • https://b-turan.github.io/
  • 🎓 I'm a PhD candidate in Machine Learning and Optimization
  • 🔭 Working on Saliency Methods in Explainable Artificial Intelligence

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Berkant Turan's Projects

core-convection icon core-convection

Implementation of the Finite-Element-Method (FEM) for solving common problems in continuum mechanics.

hybrid_robustness icon hybrid_robustness

Implementation of Deep Hybrid Models (DHMs) consisting of Variational Autoencoders and Residual Neural Networks. Analysis with respect to Adversarial Robustness, Anomaly Detection and Expected Calibration Error.

math-plus-summerschool icon math-plus-summerschool

Interactive Session at the Summer School & Conference: Mathematical Optimization for Machine Learning

saliencymapper icon saliencymapper

Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857

transformer_pytorch icon transformer_pytorch

Implementation of Transformer for Neural Machine Translation in PyTorch and Hugging Face (Work in Progress).

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