Nikos Karampatziakis

An empirical evaluation of supervised learning in high dimensions

Rich Caruana, Nikos Karampatziakis, Ainur Yessenalina · 2008 · 522 citations

Engineering, Machine Learning, Classification Method +16

Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach

Ioannis A. Kakadiaris, Georgios Passalis, George Toderici et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 446 citations

Engineering, Biometrics, Face Recognition +22

Gradient Coding: Avoiding Stragglers in Distributed Learning

Rashish Tandon, Qi Lei, Alexandros G. Dimakis et al. · International Conference on Machine Learning · 2017 · 338 citations

Engineering, Machine Learning, Distributed Algorithms +4

Efficient Optimal Learning for Contextual Bandits

Daniel Hsu, Satyen Kale, Nikos Karampatziakis et al. · arXiv (Cornell University) · 2011 · 119 citations · Full text

Artificial Intelligence, Optimal Regret, Engineering +19

Efficient Optimal Learning for Contextual Bandits

Miroslav Dudı́k, Daniel Hsu, Satyen Kale et al. · arXiv (Cornell University) · 2011 · 88 citations · Full text