20 citations · 49 across the 12 of their papers we have counts for
4 papers · 1 filter
Steady-State Planning in Expected Reward Multichain MDPs
George K. Atia, Andre Beckus, Ismail Alkhouri +1
The planning domain has experienced increased interest in the formal synthesis of decision-making policies. This formal synthesis typically entails finding a policy which satisfies…
Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion
Yicong He, George K. Atia
The goal of tensor completion is to recover a tensor from a subset of its entries, often by exploiting its low-rank property. Among several useful definitions of tensor rank, the l…
Sketch-based community detection in evolving networks
Andre Beckus, George K. Atia
We consider an approach for community detection in time-varying networks. At its core, this approach maintains a small sketch graph to capture the essential community structure fou…
A Multi-criteria Approach for Fast and Outlier-aware Representative Selection from Manifolds
Mahlagha Sedghi, George Atia, Michael Georgiopoulos
The problem of representative selection amounts to sampling few informative exemplars from large datasets. This paper presents MOSAIC, a novel representative selection approach fro…