Sparse principal component of a rank-deficient matrix. - Megasthenis Asteris; Dimitris S. Papailiopoulos; George N. Karystinos (ISIT, 2011)

Building a Low-Cost Digital Garden as a Telecom Lab Exercise. - Aggelos Bletsas; Aikaterini Vlachaki; Eleftherios Kampianakis; George Sklivanitis; John Kimionis; Konstadinos Tountas; Megasthenis Asteris; Panos P. Markopoulos (IEEE Pervasive Comput., 2013)

XORing Elephants: Novel Erasure Codes for Big Data. - Maheswaran Sathiamoorthy; Megasthenis Asteris; Dimitris S. Papailiopoulos; Alexandros G. Dimakis; Ramkumar Vadali; Scott Chen; Dhruba Borthakur (Proc. VLDB Endow., 2013)

Combinatorial QPs via a low-dimensional subspace sampling. - Dimitris S. Papailiopoulos; Megasthenis Asteris; Alexandros G. Dimakis (CISS, 2014)

Nonnegative Sparse PCA with Provable Guarantees. - Megasthenis Asteris; Dimitris S. Papailiopoulos; Alexandros G. Dimakis (ICML, 2014)

Repairable Fountain Codes. - Megasthenis Asteris; Alexandros G. Dimakis (IEEE J. Sel. Areas Commun., 2014)

The Sparse Principal Component of a Constant-Rank Matrix. - Megasthenis Asteris; Dimitris S. Papailiopoulos; George N. Karystinos (IEEE Trans. Inf. Theory, 2014)

Stay on path: PCA along graph paths. - Megasthenis Asteris; Anastasios Kyrillidis; Alexandros G. Dimakis; Han-Gyol Yi; Bharath Chandrasekaran (ICML, 2015)

On approximating the sum-rate for multiple-unicasts. - Karthikeyan Shanmugam; Megasthenis Asteris; Alexandros G. Dimakis (ISIT, 2015)

Orthogonal NMF through Subspace Exploration. - Megasthenis Asteris; Dimitris S. Papailiopoulos; Alexandros G. Dimakis (NIPS, 2015)

Sparse PCA via Bipartite Matchings. - Megasthenis Asteris; Dimitris S. Papailiopoulos; Anastasios Kyrillidis; Alexandros G. Dimakis (NIPS, 2015)

Bipartite Correlation Clustering: Maximizing Agreements. - Megasthenis Asteris; Anastasios Kyrillidis; Dimitris S. Papailiopoulos; Alexandros G. Dimakis (AISTATS, 2016)

A Simple and Provable Algorithm for Sparse Diagonal CCA. - Megasthenis Asteris; Anastasios Kyrillidis; Oluwasanmi Koyejo; Russell A. Poldrack (ICML, 2016)

Trading-off variance and complexity in stochastic gradient descent. - Vatsal Shah; Megasthenis Asteris; Anastasios Kyrillidis; Sujay Sanghavi (CoRR, 2016)