Additional Campus Affiliations
Assistant Professor, Statistics
Assistant Professor, Electrical and Computer Engineering
External Links
Recent Publications
Gamarnik, D., Kızıldag, E. C., & Zadik, I. (2024). Stationary Points of a Shallow Neural Network with Quadratic Activations and the Global Optimality of the Gradient Descent Algorithm. Mathematics of Operations Research. https://doi.org/10.1287/moor.2021.0082
Gamarnik, D., & Kizildaǧ, E. C. (2023). Algorithmic obstructions in the random number partitioning problem. Annals of Applied Probability, 33(6 B), 5497-5563. https://doi.org/10.1214/23-AAP1953
Gamarnik, D., Kızıldag, E. C., Perkins, W., & Xu, C. (2023). Geometric Barriers for Stable and Online Algorithms for Discrepancy Minimization. Proceedings of Machine Learning Research, 195, 3231-3263.
Kizildag, E. C., & Wakhare, T. (2023). Symmetric Perceptron with Random Labels. In 2023 International Conference on Sampling Theory and Applications, SampTA 2023 (2023 International Conference on Sampling Theory and Applications, SampTA 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SampTA59647.2023.10301203
Gamarnik, D., Kizildag, E. C., Perkins, W., & Xu, C. (2022). Algorithms and Barriers in the Symmetric Binary Perceptron Model. In Proceedings - 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science, FOCS 2022 (pp. 576-587). (Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS; Vol. 2022-October). IEEE Computer Society. https://doi.org/10.1109/FOCS54457.2022.00061