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Paul Irofti

Fusing Dictionary Learning and Support Vector Machines for Unsupervised Anomaly Detection

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Apr 05, 2024
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Learning Explicitly Conditioned Sparsifying Transforms

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Mar 05, 2024
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Nodal Hydraulic Head Estimation through Unscented Kalman Filter for Data-driven Leak Localization in Water Networks

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Nov 27, 2023
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Learning Dictionaries from Physical-Based Interpolation for Water Network Leak Localization

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Apr 21, 2023
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Unsupervised Abnormal Traffic Detection through Topological Flow Analysis

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May 14, 2022
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Dictionary Learning with Uniform Sparse Representations for Anomaly Detection

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Jan 11, 2022
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Data-driven Leak Localization in Water Distribution Networks via Dictionary Learning and Graph-based Interpolation

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Oct 12, 2021
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Computational complexity of Inexact Proximal Point Algorithm for Convex Optimization under Holderian Growth

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Aug 12, 2021
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Efficient and Parallel Separable Dictionary Learning

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Jul 07, 2020
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Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models

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Mar 30, 2020
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