GPU parallel implementation of the approximate K-SVD algorithm using OpenCL. - Paul Irofti; Bogdan Dumitrescu (EUSIPCO, 2014)

Efficient GPU Implementation for Single Block Orthogonal Dictionary Learning. - Paul Irofti (CoRR, 2014)

Overcomplete Dictionary Design: The Impact of the Sparse Representation Algorithm. - Paul Irofti; Bogdan Dumitrescu (CSCS, 2015)

Regularized algorithms for dictionary learning. - Paul Irofti; Bogdan Dumitrescu (COMM, 2016)

Low dimensional subspace finding via size-reducing dictionary learning. - Bogdan Dumitrescu; Paul Irofti (MLSP, 2016)

Overcomplete dictionary learning with Jacobi atom updates. - Paul Irofti; Bogdan Dumitrescu (TSP, 2016)

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). - Vinayak Abrol; Olivier Absil; Pierre-Antoine Absil; Sandrine Anthoine; Philippe Antoine; Thomas Arildsen; Nancy Bertin; Folkert Bleichrodt; Jérôme Bobin; Anne Bol; Antoine Bonnefoy; Francesco Caltagirone; et al. (CoRR, 2016)

Regularized K-SVD. - Bogdan Dumitrescu; Paul Irofti (IEEE Signal Process. Lett., 2017)

Malware Identification with Dictionary Learning. - Paul Irofti; Andra Baltoiu (EUSIPCO, 2019)

Pairwise Approximate K-SVD. - Paul Irofti; Bogdan Dumitrescu (ICASSP, 2019)

Aiding Dictionary Learning Through Multi-Parametric Sparse Representation. - Florin Stoican; Paul Irofti (Algorithms, 2019)

Fraud Detection in Networks: State-of-the-art. - Paul Irofti; Andrei Patrascu; Andra Baltoiu (CoRR, 2019)

Community-Level Anomaly Detection for Anti-Money Laundering. - Andra Baltoiu; Andrei Patrascu; Paul Irofti (CoRR, 2019)

Stochastic proximal splitting algorithm for stochastic composite minimization. - Andrei Patrascu; Paul Irofti (CoRR, 2019)

Unsupervised Dictionary Learning for Anomaly Detection. - Paul Irofti; Andra Baltoiu (CoRR, 2020)

Fault Handling in Large Water Networks with Online Dictionary Learning. - Paul Irofti; Florin Stoican; Vicenç Puig (CoRR, 2020)

Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models. - Andrei Patrascu; Ciprian Paduraru; Paul Irofti (CoRR, 2020)

Efficient and Parallel Separable Dictionary Learning. - Cristian Rusu; Paul Irofti (ICPADS, 2021)

Computational complexity of Inexact Proximal Point Algorithm for Convex Optimization under Holderian Growth. - Andrei Patrascu; Paul Irofti (CoRR, 2021)

Stochastic proximal splitting algorithm for composite minimization. - Andrei Patrascu; Paul Irofti (Optim. Lett., 2021)

Data-driven Leak Localization in Water Distribution Networks via Dictionary Learning and Graph-based Interpolation. - Paul Irofti; Luis Romero-Ben; Florin Stoican; Vicenç Puig (CCTA, 2022)

Dictionary Learning with Uniform Sparse Representations for Anomaly Detection. - Paul Irofti; Cristian Rusu; Andrei Patrascu (ICASSP, 2022)

Unsupervised Abnormal Traffic Detection through Topological Flow Analysis. - Paul Irofti; Andrei Patrascu; Andrei Iulian Hîji (COMM, 2022)

On finite termination of an inexact Proximal Point algorithm. - Andrei Patrascu; Paul Irofti (Appl. Math. Lett., 2022)

Software Mitigation of RISC-V Spectre Attacks. - Ruxandra Balucea; Paul Irofti (SecITC, 2023)

Pinky: A Modern Malware-Oriented Dynamic Information Retrieval Tool. - Paul Irofti (SecITC, 2023)

OpenBSD Formal Driver Verification with SeL4. - Adriana Nicolae; Paul Irofti; Ioana Leustean (SecITC, 2023)

Nodal Hydraulic Head Estimation through Unscented Kalman Filter for Data-driven Leak Localization in Water Networks. - Luis Romero-Ben; Paul Irofti; Florin Stoican; Vicenç Puig (CoRR, 2023)

Learning Explicitly Conditioned Sparsifying Transforms. - Andrei Patrascu; Cristian Rusu; Paul Irofti (CoRR, 2024)

Fusing Dictionary Learning and Support Vector Machines for Unsupervised Anomaly Detection. - Paul Irofti; Andrei Iulian Hîji; Andrei Patrascu; Nicolae Cleju (CoRR, 2024)

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook. - Florinel-Alin Croitoru; Andrei Iulian Hîji; Vlad Hondru; Nicolae-Catalin Ristea; Paul Irofti; Marius Popescu; Cristian Rusu; Radu Tudor Ionescu; Fahad Shahbaz Khan; Mubarak Shah (CoRR, 2024)

Dual Unscented Kalman Filter Architecture for Sensor Fusion in Water Networks Leak Localization. - Luis Romero-Ben; Paul Irofti; Florin Stoican; Vicenç Puig (CoRR, 2024)

Learning Dictionaries From Physical-Based Interpolation for Water Network Leak Localization. - Paul Irofti; Luis Romero-Ben; Florin Stoican; Vicenç Puig (IEEE Trans. Control. Syst. Technol., 2024)

A Survey of Text Classification Under Class Distribution Shift. - Adriana Valentina Costache; Silviu Florin Gheorghe; Eduard Gabriel Poesina; Paul Irofti; Radu Tudor Ionescu (CoRR, 2025)

Detecting and Mitigating DDoS Attacks with AI: A Survey. - Alexandru Apostu; Silviu Florin Gheorghe; Andrei Iulian Hîji; Nicolae Cleju; Andrei Patrascu; Cristian Rusu; Radu Tudor Ionescu; Paul Irofti (CoRR, 2025)

XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark. - Ioan-Paul Ciobanu; Andrei Iulian Hîji; Nicolae-Catalin Ristea; Paul Irofti; Cristian Rusu; Radu Tudor Ionescu (CoRR, 2025)