Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds. - Kevin Hsieh; Aaron Harlap; Nandita Vijaykumar; Dimitris Konomis; Gregory R. Ganger; Phillip B. Gibbons; Onur Mutlu (NSDI, 2017)

Convolutional Neural Networks for Medical Diagnosis from Admission Notes. - Christy Y. Li; Dimitris Konomis; Graham Neubig; Pengtao Xie; Carol Cheng; Eric P. Xing (CoRR, 2017)

An Empirical Evaluation of Sketching for Numerical Linear Algebra. - Yogesh Dahiya; Dimitris Konomis; David P. Woodruff (KDD, 2018)

Optimal probing with statistical guarantees for network monitoring at scale. - Branislav Kveton; Muhammad Jehangir Amjad; Christophe Diot; Dimitris Konomis; Augustin Soule; Xiaolong Yang (Comput. Commun., 2022)