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Pablo Piantanida
Pablo Piantanida
International Laboratory on Learning Systems (ILLS) & Quebec AI Institute (MILA), CNRS
Adresse e-mail validée de cnrs.fr - Page d'accueil
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Année
On the optimality of uncoded cache placement
K Wan, D Tuninetti, P Piantanida
2016 IEEE Information Theory Workshop (ITW), 161-165, 2016
266*2016
Few-shot segmentation without meta-learning: A good transductive inference is all you need?
M Boudiaf, H Kervadec, ZI Masud, P Piantanida, I Ben Ayed, J Dolz
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1552021
Information maximization for few-shot learning
M Boudiaf, I Ziko, J Rony, J Dolz, P Piantanida, I Ben Ayed
Advances in Neural Information Processing Systems 33, 2445-2457, 2020
1432020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses
M Boudiaf, J Rony, IM Ziko, E Granger, M Pedersoli, P Piantanida, ...
European conference on computer vision, 548-564, 2020
1292020
On caching with more users than files
K Wan, D Tuninetti, P Piantanida
2016 IEEE International Symposium on Information Theory (ISIT), 135-139, 2016
1032016
Secure multiterminal source coding with side information at the eavesdropper
J Villard, P Piantanida
IEEE Transactions on Information Theory 59 (6), 3668-3692, 2013
99*2013
Best information is most successful
E De Chérisey, S Guilley, O Rioul, P Piantanida
Cryptology ePrint Archive, 2019
872019
Secrecy degrees of freedom of MIMO broadcast channels with delayed CSIT
S Yang, M Kobayashi, P Piantanida, S Shamai
IEEE Transactions on Information Theory 59 (9), 5244-5256, 2013
842013
Learning anonymized representations with adversarial neural networks
C Feutry, P Piantanida, Y Bengio, P Duhamel
arXiv preprint arXiv:1802.09386, 2018
732018
On fundamental trade-offs of device-to-device communications in large wireless networks
A Altieri, P Piantanida, LR Vega, CG Galarza
IEEE Transactions on Wireless Communications 14 (9), 4958-4971, 2015
672015
Bounds on the capacity of the relay channel with noncausal state at the source
A Zaidi, S Shamai, P Piantanida, L Vandendorpe
IEEE Transactions on Information Theory 59 (5), 2639-2672, 2012
66*2012
A novel estimator of mutual information for learning to disentangle textual representations
P Colombo, C Clavel, P Piantanida
arXiv preprint arXiv:2105.02685, 2021
652021
On the outage capacity of a practical decoder accounting for channel estimation inaccuracies
P Piantanida, SMS Sadough, P Duhamel
IEEE transactions on communications 57 (5), 1341-1350, 2009
45*2009
Automatic text evaluation through the lens of Wasserstein barycenters
P Colombo, G Staerman, C Clavel, P Piantanida
arXiv preprint arXiv:2108.12463, 2021
442021
Outage behavior of discrete memoryless channels under channel estimation errors
P Piantanida, G Matz, P Duhamel
IEEE Transactions on Information Theory 55 (9), 4221-4239, 2009
39*2009
The role of the information bottleneck in representation learning
M Vera, P Piantanida, LR Vega
2018 IEEE international symposium on information theory (ISIT), 1580-1584, 2018
382018
Caching in combination networks: Novel multicast message generation and delivery by leveraging the network topology
K Wan, M Ji, P Piantanida, D Tuninetti
2018 IEEE International Conference on Communications (ICC), 1-6, 2018
382018
A differential entropy estimator for training neural networks
G Pichler, PJA Colombo, M Boudiaf, G Koliander, P Piantanida
International Conference on Machine Learning, 17691-17715, 2022
372022
Distributed binary detection with lossy data compression
G Katz, P Piantanida, M Debbah
IEEE Transactions on Information Theory 63 (8), 5207-5227, 2017
352017
Learning disentangled textual representations via statistical measures of similarity
P Colombo, G Staerman, N Noiry, P Piantanida
arXiv preprint arXiv:2205.03589, 2022
332022
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