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All publications by Alexandros G. Dimakis
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Orthogonal NMF through Subspace Exploration
Megasthenis Asteris, Dimitris Papailiopoulos and Alexandros G. Dimakis
Advances in Neural Information Processing Systems 28, 2015


Learning Causal Graphs with Small Interventions
Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis and Sriram Vishwanath
Advances in Neural Information Processing Systems 28, 2015


Sparse PCA via Bipartite Matchings
Megasthenis Asteris, Dimitris Papailiopoulos, Anastasios Kyrillidis and Alexandros G. Dimakis
Advances in Neural Information Processing Systems 28, 2015


On the Information Theoretic Limits of Learning Ising Models
Rashish Tandon, Karthikeyan Shanmugam, Pradeep K. Ravikumar and Alexandros G. Dimakis
Advances in Neural Information Processing Systems 27, 2014


Sparse Polynomial Learning and Graph Sketching
Murat Kocaoglu, Karthikeyan Shanmugam, Alexandros G. Dimakis and Adam Klivans
Advances in Neural Information Processing Systems 27, 2014