## Murat A. Erdogdu
I am currently a Ph.D. student at Department of Statistics at Stanford University jointly advised by Mohsen Bayati and Andrea Montanari. I have completed my M.S. degree in Computer Science Department at Stanford. I have B.S. degrees in Electrical Engineering and Mathematics, both from Bogazici University. ## Research InterestsOptimization: Stochastic algorithms for machine learning problems Statistics: High-dimensional data analysis, regularization and shrinkage Applied probability: Randomized algorithms for statistical learning
## Selected PapersM.A. Erdogdu, M. Bayati, L.H. Dicker
Scaled Least Squares Estimator for GLMs in Large-Scale Problems, NIPS 2016 |