Federica Granese
10
Documents
Publications
Publications
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Stick-Breaking Embedded Topic Model with Continuous Optimal Transport for Online Analysis of Document Streams29th International Conference on Artificial Intelligence and Statistics (AISTATS), May 2026, Tangier,, Morocco
Communication dans un congrès
hal-05325837
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Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data StreamsECML PKDD 2025 - Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2025, Porto, Portugal. pp.290-307, ⟨10.1007/978-3-032-06109-6_17⟩
Communication dans un congrès
hal-05468591
v1
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On the (Im)Possibility of Estimating Various Notions of Differential Privacy (short paper)ICTCS 2023 - The 24th Italian Conference on Theoretical Computer Science, Sep 2023, Palermo, Italy. pp.219--224
Communication dans un congrès
hal-04349303
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MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples DetectorsECML PKDD 2022 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2022, Grenoble, France. ⟨10.1007/978-3-031-26409-2_18⟩
Communication dans un congrès
hal-03909893
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On Estimating the Strength of Differentially Private Mechanisms in a Black-Box SettingIEEE Transactions on Dependable and Secure Computing, 2025, 22 (5), pp.5494-5507. ⟨10.1109/TDSC.2025.3568160⟩
Article dans une revue
hal-05454091
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A Halfspace-Mass Depth-Based Method for Adversarial Attack DetectionTransactions on Machine Learning Research Journal, 2023
Article dans une revue
hal-04575113
v1
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Enhanced Models for Privacy and Utility in Continuous-Time Diffusion NetworksInternational Journal of Information Security, 2021, 20 (5), pp.673-782. ⟨10.1007/s10207-020-00530-7⟩
Article dans une revue
hal-03094843
v1
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IKrNet: A Neural Network for Detecting Specific Drug-Induced Patterns in Electrocardiograms Amidst Physiological Variability2025
Pré-publication, Document de travail
hal-05195567
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Adapting TabPFN for Zero-Inflated Metagenomic DataNeurIPS 2024 Third Table Representation Learning Workshop, Dec 2024, Vancouver, Canada. , 2024
Poster de conférence
hal-05197388
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Securing Machine Learning AlgorithmsArtificial Intelligence [cs.AI]. Institut Polytechnique de Paris; Università degli studi La Sapienza (Rome), 2023. English. ⟨NNT : 2023IPPAX029⟩
Thèse
tel-04407139
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