Mixed Precision Randomized Low-Rank Approximation with GPU Tensor Cores.
Proceedings of the Euro-Par 2024: Parallel Processing, 2024
Computing Dense Tensor Decompositions with Optimal Dimension Trees.
Algorithmica, 2019
Parallel Candecomp/Parafac Decomposition of Sparse Tensors Using Dimension Trees.
SIAM J. Sci. Comput., 2018
Partitioning and Communication Strategies for Sparse Non-negative Matrix Factorization.
Proceedings of the 47th International Conference on Parallel Processing, 2018
High Performance Parallel Algorithms for Tensor Decompositions. (Algorithmes Parallèles pour les Décompositions des Tenseurs).
PhD thesis, 2017
High Performance Parallel Algorithms for the Tucker Decomposition of Sparse Tensors.
Proceedings of the 45th International Conference on Parallel Processing, 2016
Scalable sparse tensor decompositions in distributed memory systems.
Proceedings of the International Conference for High Performance Computing, 2015
Detecting insider threats in a real corporate database of computer usage activity.
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Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
CoDet: sentence-based containment detection in news corpora.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011