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Paul Irofti
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Journal Articles
- 2024
- [j5]Paul Irofti
, Luis Romero-Ben
Learning Dictionaries From Physical-Based Interpolation for Water Network Leak Localization. IEEE Trans. Control. Syst. Technol. 32(3): 755-766 (2024) - 2022
- [j4]Andrei Patrascu
On finite termination of an inexact Proximal Point algorithm. Appl. Math. Lett. 134: 108348 (2022) - 2021
- [j3]Andrei Patrascu
Stochastic proximal splitting algorithm for composite minimization. Optim. Lett. 15(6): 2255-2273 (2021) - 2019
- [j2]Florin Stoican
Aiding Dictionary Learning Through Multi-Parametric Sparse Representation. Algorithms 12(7): 131 (2019) - 2017
- [j1]Bogdan Dumitrescu
Regularized K-SVD. IEEE Signal Process. Lett. 24(3): 309-313 (2017)
Conference and Workshop Papers
- 2023
- [c14]Ruxandra Balucea, Paul Irofti:
Software Mitigation of RISC-V Spectre Attacks. SecITC 2023: 51-64 - [c13]Paul Irofti:
Pinky: A Modern Malware-Oriented Dynamic Information Retrieval Tool. SecITC 2023: 65-78 - [c12]Adriana Nicolae, Paul Irofti, Ioana Leustean:
OpenBSD Formal Driver Verification with SeL4. SecITC 2023: 144-156 - 2022
- [c11]Paul Irofti, Luis Romero-Ben
Data-driven Leak Localization in Water Distribution Networks via Dictionary Learning and Graph-based Interpolation. CCTA 2022: 1265-1270 - [c10]Paul Irofti
Dictionary Learning with Uniform Sparse Representations for Anomaly Detection. ICASSP 2022: 3378-3382 - [c9]Paul Irofti
Unsupervised Abnormal Traffic Detection through Topological Flow Analysis. COMM 2022: 1-6 - 2021
- [c8]Cristian Rusu, Paul Irofti
Efficient and Parallel Separable Dictionary Learning. ICPADS 2021: 380-386 - 2019
- [c7]Paul Irofti
Malware Identification with Dictionary Learning. EUSIPCO 2019: 1-5 - [c6]Paul Irofti
Pairwise Approximate K-SVD. ICASSP 2019: 3677-3681 - 2016
- [c5]Paul Irofti
Regularized algorithms for dictionary learning. COMM 2016: 439-442 - [c4]Bogdan Dumitrescu, Paul Irofti
Low dimensional subspace finding via size-reducing dictionary learning. MLSP 2016: 1-6 - [c3]Paul Irofti
Overcomplete dictionary learning with Jacobi atom updates. TSP 2016: 421-424 - 2015
- [c2]Paul Irofti
Overcomplete Dictionary Design: The Impact of the Sparse Representation Algorithm. CSCS 2015: 901-908 - 2014
- [c1]Paul Irofti, Bogdan Dumitrescu:
GPU parallel implementation of the approximate K-SVD algorithm using OpenCL. EUSIPCO 2014: 271-275
Informal and Other Publications
- 2024
- [i21]Andrei Patrascu, Cristian Rusu, Paul Irofti:
Learning Explicitly Conditioned Sparsifying Transforms. CoRR abs/2403.03168 (2024) - [i20]Paul Irofti, Andrei Iulian Hîji, Andrei Patrascu, Nicolae Cleju:
Fusing Dictionary Learning and Support Vector Machines for Unsupervised Anomaly Detection. CoRR abs/2404.04064 (2024) - 2023
- [i19]Paul Irofti, Luis Romero-Ben, Florin Stoican, Vicenç Puig:
Learning Dictionaries from Physical-Based Interpolation for Water Network Leak Localization. CoRR abs/2304.10932 (2023) - [i18]Adriana Nicolae, Paul Irofti, Ioana Leustean:
OpenBSD formal driver verification with SeL4. CoRR abs/2311.03585 (2023) - [i17]Paul Irofti:
Pinky: A Modern Malware-oriented Dynamic Information Retrieval Tool. CoRR abs/2311.03588 (2023) - [i16]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 abs/2311.15875 (2023) - 2022
- [i15]Paul Irofti, Cristian Rusu, Andrei Patrascu:
Dictionary Learning with Uniform Sparse Representations for Anomaly Detection. CoRR abs/2201.03869 (2022) - [i14]Paul Irofti
Unsupervised Abnormal Traffic Detection through Topological Flow Analysis. CoRR abs/2205.07109 (2022) - [i13]Ruxandra Balucea, Paul Irofti
Software Mitigation of RISC-V Spectre Attacks. CoRR abs/2206.04507 (2022) - 2021
- [i12]Andrei Patrascu, Paul Irofti:
Computational complexity of Inexact Proximal Point Algorithm for Convex Optimization under Holderian Growth. CoRR abs/2108.04482 (2021) - [i11]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 abs/2110.06372 (2021) - 2020
- [i10]Paul Irofti, Andra Baltoiu:
Unsupervised Dictionary Learning for Anomaly Detection. CoRR abs/2003.00293 (2020) - [i9]Paul Irofti, Florin Stoican, Vicenç Puig:
Fault Handling in Large Water Networks with Online Dictionary Learning. CoRR abs/2003.08483 (2020) - [i8]Andrei Patrascu, Ciprian Paduraru, Paul Irofti:
Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models. CoRR abs/2003.13332 (2020) - [i7]Cristian Rusu, Paul Irofti:
Efficient and Parallel Separable Dictionary Learning. CoRR abs/2007.03800 (2020) - 2019
- [i6]Paul Irofti, Andrei Patrascu, Andra Baltoiu:
Fraud Detection in Networks: State-of-the-art. CoRR abs/1910.11299 (2019) - [i5]Andra Baltoiu, Andrei Patrascu, Paul Irofti:
Community-Level Anomaly Detection for Anti-Money Laundering. CoRR abs/1910.11313 (2019) - [i4]Andrei Patrascu, Paul Irofti:
Stochastic proximal splitting algorithm for stochastic composite minimization. CoRR abs/1912.02039 (2019) - 2016
- [i3]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 abs/1609.04167 (2016) - 2015
- [i2]Paul Irofti, Bogdan Dumitrescu:
Overcomplete Dictionary Learning with Jacobi Atom Updates. CoRR abs/1509.05054 (2015) - 2014
- [i1]Paul Irofti:
Efficient GPU Implementation for Single Block Orthogonal Dictionary Learning. CoRR abs/1412.4944 (2014)
Coauthor Index
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