Zeynep K Email & Phone Number

Los Angeles, Ca, Us

Information And Data Sciences Group

With a focus on statistical inference of databases modeled as dependent random matrices with a latent row shuffling applied as anonymization.Mathematical analysis and simulations of the information theoretical problems in interest: - Correlation detection- Matching recoveryRelated Courses: High-Dimensional Probability, Information Theory, Learning from Data, Statistical Machine Learning, Sublinear Algorithms, Advanced Data Structures and Algorithms, Digital Signal… Show more With a focus on statistical inference of databases modeled as dependent random matrices with a latent row shuffling applied as anonymization.Mathematical analysis and simulations of the information theoretical problems in interest: - Correlation detection- Matching recoveryRelated Courses: High-Dimensional Probability, Information Theory, Learning from Data, Statistical Machine Learning, Sublinear Algorithms, Advanced Data Structures and Algorithms, Digital Signal Processing Show less

Ec700 “High-Dimensional Probability" Graduate Course

Assisted designing a new course. Addressed student inquiries.

Team: Text Ad Relevance, Bing Ads

Evaluated text-ads relevance prediction by integrating BERT transformers with Generative Adversarial Networks (GANs) in a semi-supervised setting.

Ec503 "Learning From Data" Graduate Course

Formulated kernelized SVM assignment. Facilitated weekly discussion sessions.

Volumetric Visualization And Analysis Lab (Vavlab)

Implemented network generator from fMRI scans in C++ on Linux under BraiNET project and topological parameter calculator for neural data networks.

Signal Processing Lab

Evaluated restricted Boltzmann machine (RBM) and clustering algorithms on regularized neural connectivities to analyze functional dynamic patterns.

Istanbul, Turkey

Simulations for weighted least squares regression.

Doctor Of Philosophy - Phd, Electrical Engineering, 3.96

Related Courses: High-Dimensional Probability, Information Theory, Learning from Data, Statistical Machine Learning, Sublinear Algorithms

Master Of Science - Ms, Electrical Engineering

Bachelor Of Science - Bs, Electrical And Electronics Engineering

Thesis: "Fused Structural and Functional Networks of Brain" Specialization in signal processing

Bachelor Of Science - Bs, Mathematics

Double major

Bachelor'S Degree, Telecommunications Engineering

With Erasmus+ scholarship

High School