Paul Irofti

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 38

Top Topics

Proximal Point Algorithm

Anomaly Detection

Water Distribution Networks

Sparse Representation

Top Venues

Publications

Andrei Patrascu, Cristian Rusu, Paul Irofti
Learning Explicitly Conditioned Sparsifying Transforms. CoRR (2024)
Paul Irofti, Andrei Iulian Hîji, Andrei Patrascu, Nicolae Cleju
Fusing Dictionary Learning and Support Vector Machines for Unsupervised Anomaly Detection. CoRR (2024)
Paul Irofti, Luis Romero-Ben, Florin Stoican, Vicenç Puig
Learning Dictionaries From Physical-Based Interpolation for Water Network Leak Localization. IEEE Trans. Control. Syst. Technol. 32 (3) (2024)
Paul Irofti, Luis Romero-Ben, Florin Stoican, Vicenç Puig
Learning Dictionaries from Physical-Based Interpolation for Water Network Leak Localization. CoRR (2023)
Adriana Nicolae, Paul Irofti, Ioana Leustean
OpenBSD formal driver verification with SeL4. CoRR (2023)
Luis Romero-Ben, Paul Irofti, Florin Stoican, Vicenç Puig
Nodal Hydraulic Head Estimation through Unscented Kalman Filter for Data-driven Leak Localization in Water Networks. CoRR (2023)
Ruxandra Balucea, Paul Irofti
Software Mitigation of RISC-V Spectre Attacks. SecITC (2023)
Adriana Nicolae, Paul Irofti, Ioana Leustean
OpenBSD Formal Driver Verification with SeL4. SecITC (2023)
Paul Irofti
Pinky: A Modern Malware-oriented Dynamic Information Retrieval Tool. CoRR (2023)
Paul Irofti
Pinky: A Modern Malware-Oriented Dynamic Information Retrieval Tool. SecITC (2023)
Paul Irofti, Andrei Patrascu, Andrei Iulian Hîji
Unsupervised Abnormal Traffic Detection through Topological Flow Analysis. COMM (2022)
Andrei Patrascu, Paul Irofti
On finite termination of an inexact Proximal Point algorithm. Appl. Math. Lett. 134 (2022)
Paul Irofti, Andrei Patrascu, Andrei Iulian Hîji
Unsupervised Abnormal Traffic Detection through Topological Flow Analysis. CoRR (2022)
Paul Irofti, Luis Romero-Ben, Florin Stoican, Vicenç Puig
Data-driven Leak Localization in Water Distribution Networks via Dictionary Learning and Graph-based Interpolation. CCTA (2022)
Ruxandra Balucea, Paul Irofti
Software Mitigation of RISC-V Spectre Attacks. CoRR (2022)
Paul Irofti, Cristian Rusu, Andrei Patrascu
Dictionary Learning with Uniform Sparse Representations for Anomaly Detection. CoRR (2022)
Paul Irofti, Cristian Rusu, Andrei Patrascu
Dictionary Learning with Uniform Sparse Representations for Anomaly Detection. ICASSP (2022)
Andrei Patrascu, Paul Irofti
Stochastic proximal splitting algorithm for composite minimization. Optim. Lett. 15 (6) (2021)
Cristian Rusu, Paul Irofti
Efficient and Parallel Separable Dictionary Learning. ICPADS (2021)
Andrei Patrascu, Paul Irofti
Computational complexity of Inexact Proximal Point Algorithm for Convex Optimization under Holderian Growth. CoRR (2021)
Paul Irofti, Luis Romero-Ben, Florin Stoican, Vicenç Puig
Data-driven Leak Localization in Water Distribution Networks via Dictionary Learning and Graph-based Interpolation. CoRR (2021)
Paul Irofti, Florin Stoican, Vicenç Puig
Fault Handling in Large Water Networks with Online Dictionary Learning. CoRR (2020)
Paul Irofti, Andra Baltoiu
Unsupervised Dictionary Learning for Anomaly Detection. CoRR (2020)
Andrei Patrascu, Ciprian Paduraru, Paul Irofti
Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models. CoRR (2020)
Cristian Rusu, Paul Irofti
Efficient and Parallel Separable Dictionary Learning. CoRR (2020)
Florin Stoican, Paul Irofti
Aiding Dictionary Learning Through Multi-Parametric Sparse Representation. Algorithms 12 (7) (2019)
Paul Irofti, Andrei Patrascu, Andra Baltoiu
Fraud Detection in Networks: State-of-the-art. CoRR (2019)
Paul Irofti, Bogdan Dumitrescu
Pairwise Approximate K-SVD. ICASSP (2019)
Andra Baltoiu, Andrei Patrascu, Paul Irofti
Community-Level Anomaly Detection for Anti-Money Laundering. CoRR (2019)
Andrei Patrascu, Paul Irofti
Stochastic proximal splitting algorithm for stochastic composite minimization. CoRR (2019)
Paul Irofti, Andra Baltoiu
Malware Identification with Dictionary Learning. EUSIPCO (2019)
Bogdan Dumitrescu, Paul Irofti
Regularized K-SVD. IEEE Signal Process. Lett. 24 (3) (2017)
Paul Irofti, Bogdan Dumitrescu
Regularized algorithms for dictionary learning. COMM (2016)
Paul Irofti, Bogdan Dumitrescu
Overcomplete dictionary learning with Jacobi atom updates. TSP (2016)
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, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR (2016)
Bogdan Dumitrescu, Paul Irofti
Low dimensional subspace finding via size-reducing dictionary learning. MLSP (2016)
Paul Irofti, Bogdan Dumitrescu
Overcomplete Dictionary Design: The Impact of the Sparse Representation Algorithm. CSCS (2015)
Paul Irofti, Bogdan Dumitrescu
Overcomplete Dictionary Learning with Jacobi Atom Updates. CoRR (2015)
Paul Irofti
Efficient GPU Implementation for Single Block Orthogonal Dictionary Learning. CoRR (2014)
Paul Irofti, Bogdan Dumitrescu
GPU parallel implementation of the approximate K-SVD algorithm using OpenCL. EUSIPCO (2014)