Piantanida, Pablo
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1

PACMAN: PAC-style bounds accounting for the Mismatch betwee..:

Vera, Matias ; Rey Vega, Leonardo ; Piantanida, Pablo
Information and Inference: A Journal of the IMA.  13 (2024)  1 - p. , 2024
 
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2

Preserving Privacy in GANs Against Membership Inference Att..:

Shateri, Mohammadhadi ; Messina, Francisco ; Labeau, Fabrice.
IEEE Transactions on Information Forensics and Security.  19 (2024)  - p. 1728-1743 , 2024
 
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Perfectly Accurate Membership Inference by a Dishonest Cent..:

Pichler, Georg ; Romanelli, Marco ; Vega, Leonardo Rey.
IEEE Transactions on Dependable and Secure Computing.  21 (2024)  4 - p. 4290-4296 , 2024
 
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5

Adversarial Robustness Via Fisher-Rao Regularization:

Picot, Marine ; Messina, Francisco ; Boudiaf, Malik...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  3 - p. 2698-2710 , 2023
 
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6

Open-Set Likelihood Maximization for Few-Shot Learning:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Boudiaf, Malik ; Bennequin, Etienne ; Tami, Myriam... - p. 24007-24016 , 2023
 
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MEAD: A Multi-Armed Approach for Evaluation of Adversarial ..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
 
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11

A Data-Driven Quantization Design for Distributed Testing A..:

, In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
 
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12

On Universal D-Semifaithful Coding for Memoryless Sources W..:

Silva, Jorge F. ; Piantanida, Pablo
IEEE Transactions on Information Theory.  68 (2022)  4 - p. 2782-2800 , 2022
 
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13

Combination Networks With End-User-Caches: Novel Achievable..:

Wan, Kai ; Tuninetti, Daniela ; Ji, Mingyue.
IEEE Transactions on Information Theory.  68 (2022)  2 - p. 806-827 , 2022
 
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14

Leveraging Adversarial Examples to Quantify Membership Info..:

, In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Del Grosso, Ganesh ; Jalalzai, Hamid ; Pichler, Georg.. - p. 10389-10399 , 2022
 
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