my-pubs-conf.bib

@inproceedings{IPH22_UnsupAbnormalTraffic,
  author = {\textbf{Irofti}, \textbf{P.} and Pătrașcu, A. and Hîji, A.I.},
  title = {Unsupervised Abnormal Traffic Detection through Topological Flow Analysis},
  booktitle = {2022 14th International Conference on Communications (COMM)},
  year = {2022},
  pages = {1-6},
  publisher = {IEEE},
  doi = {10.1109/COMM54429.2022.9817285},
  url = {https://arxiv.org/abs/2205.07109}
}

@inproceedings{IRSP22_GSIDL,
  author = {\textbf{Irofti}, \textbf{P.} and Romero-Ben, L. and Stoican, F. and Puig, V.},
  title = {Data-driven Leak Localization in Water Distribution Networks
	   via Dictionary Learning and Graph-based Interpolation},
  booktitle = {CCTA 2022 - 2022 IEEE International Conference on Control Technology and Applications (CCTA)},
  year = {2022},
  pages = {1265-1270},
  publisher = {IEEE},
  url = {https://arxiv.org/pdf/2110.06372}
}

@inproceedings{IRP22_ClipDL,
  author = {\textbf{Irofti}, \textbf{P.} and Rusu, C. and Pătrașcu, A.},
  title = {Dictionary Learning with Uniform Sparse Representations
	   for Anomaly Detection},
  booktitle = {ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year = {2022},
  pages = {3378-3382},
  publisher = {IEEE},
  url = {https://arxiv.org/pdf/2201.03869},
  doi = {10.1109/ICASSP43922.2022.9747365}
}

@inproceedings{RI21,
  title = {Efficient and Parallel Separable Dictionary Learning},
  author = {Rusu, C. and \textbf{Irofti}, \textbf{P.}},
  booktitle = {Proceedings of the IEEE 2021 27th International Conference on Parallel and Distributed Systems (ICPADS)},
  year = {2021},
  pages = {1--6},
  publisher = {IEEE Computer Society},
  url = {https://arxiv.org/pdf/2007.03800}
}

@inproceedings{IB20,
  author = {\textbf{Irofti}, \textbf{P.} and Băltoiu, A.},
  title = {Unsupervised Dictionary Learning for Anomaly Detection},
  booktitle = {International Traveling Workshop on Interactions Between Sparse
	     Models and Technology},
  year = {2020},
  pages = {1--3},
  eprint = {2003.00293},
  archiveprefix = {arXiv}
}

@article{BPI20_ifac,
  author = {Băltoiu, A. and Pătrașcu, A. and \textbf{Irofti}, \textbf{P.}},
  title = {Graph Anomaly Detection Using Dictionary Learning},
  journal = {The 21st World Congress of the International Federation of
	Automatic Control (IFAC-PapersOnLine)},
  volume = {53},
  number = {2},
  pages = {3551--3558},
  publisher = {Elsevier},
  year = {2020}
}

@inproceedings{IB19_malid,
  author = {\textbf{Irofti}, \textbf{P.} and Băltoiu, A.},
  title = {Malware Identification with Dictionary Learning},
  booktitle = {27th European Signal Processing Conference},
  year = {2019},
  pages = {1--5},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiBăltoiu19_malid.pdf}
}

@inproceedings{ID19_icassp,
  author = {\textbf{Irofti}, \textbf{P.} and Dumitrescu, B.},
  title = {Pairwise Approximate K-SVD},
  booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2019 IEEE
	     International Conference on},
  year = {2019},
  pages = {3677--3681},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu19_PairKSVD.pdf}
}

@inproceedings{IS17_ifac,
  author = {\textbf{Irofti}, \textbf{P.} and Stoican, F.},
  title = {Dictionary Learning Strategies for Sensor
	Placement and Leakage Isolation in Water Networks},
  booktitle = {The 20th World Congress of the International Federation of
	Automatic Control},
  year = {2017},
  pages = {1589--1594},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiStoican17_WaterSensorsDL.pdf}
}

@inproceedings{DI16_LRR,
  author = {Dumitrescu, B. and \textbf{Irofti}, \textbf{P.}},
  title = {Low Dimensional Subspace Finding via Size-Reducing Dictionary
	Learning},
  booktitle = {2016 IEEE International Workshop on Machine Learning for Signal
	Processing (MLSP)},
  year = {2016},
  pages = {1--6},
  url = {http://cs.unibuc.ro/~pirofti/papers/DumitrescuIrofti16_SubspaceDL.pdf}
}

@inproceedings{Irofti16_atoms,
  author = {\textbf{Irofti}, \textbf{P.}},
  title = {The Effect of Atom Replacement Strategies on Dictionary Learning},
  booktitle = {International Traveling Workshop on Interactions Between Sparse
	Models and Technology},
  year = {2016},
  pages = {10--11},
  url = {http://cs.unibuc.ro/~pirofti/papers/Irofti16_AtomReplacement.pdf}
}

@inproceedings{ID16_jacobi,
  author = {\textbf{Irofti}, \textbf{P.} and Dumitrescu, B.},
  title = {Overcomplete Dictionary Learning with Jacobi Atom Updates},
  booktitle = {39th International Conference on Telecommunications and Signal
	Processing},
  year = {2016},
  pages = {421--424},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu16_ParallelAtoms.pdf}
}

@inproceedings{ID16_dlreg,
  author = {\textbf{Irofti}, \textbf{P.} and Dumitrescu, B.},
  title = {Regularized Algorithms for Dictionary Learning},
  booktitle = {2016 International Conference on Communications (COMM)},
  year = {2016},
  pages = {439--442},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu16_DLReg.pdf}
}

@inproceedings{Irofti15_composite,
  author = {\textbf{Irofti}, \textbf{P.}},
  title = {Sparse Denoising with Learned Composite Structured Dictionaries},
  booktitle = {19th International Conference on System Theory, Control and
	Computing},
  year = {2015},
  pages = {331--336},
  url = {http://cs.unibuc.ro/~pirofti/papers/Irofti15_Composite.pdf}
}

@inproceedings{ID15_cosparse,
  author = {\textbf{Irofti}, \textbf{P.} and Dumitrescu, B.},
  title = {Cosparse Dictionary Learning for the Orthogonal Case},
  booktitle = {19th International Conference on System Theory, Control and
	Computing},
  year = {2015},
  pages = {343--347},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu15_Cosparse.pdf}
}

@inproceedings{ID15_reps,
  author = {\textbf{Irofti}, \textbf{P.} and Dumitrescu, B.},
  title = {Overcomplete Dictionary Design:
	the Impact of the Sparse Representation Algorithm},
  booktitle = {The 20th International Conference on Control Systems and Computer
	Science},
  year = {2015},
  pages = {901--908},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu15_SpRepr.pdf}
}

@inproceedings{ID14,
  author = {\textbf{Irofti}, \textbf{P.} and Dumitrescu, B.},
  title = {{GPU} Parallel Implementation of the Approximate {K-SVD} Algorithm
		Using {OpenCL}},
  booktitle = {22nd European Signal Processing Conference},
  year = {2014},
  pages = {271--275 },
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu14_ParallelKSVD.pdf}
}