Sorted by Topics




Deep Learning  and Distributed Representations




  1. PuceC. Feutry, P. Piantanida, Y. Bengio, and P. Duhamel, “Learning anonymized representations with adversarial neural networks,” in The 35th International Conference on Machine Learning (ICML 2018), Stockholm, Sweden, July 10 – July 15, July 2018 (submitted). [Online]


  1. PuceM. Vera, P. Piantanida, and L. Rey Vega, “The Role of Information Complexity and Randomization in Representation Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018 (submitted). [Online]


  1. PuceM. Vera, L. Rey Vega, and P. Piantanida, “Compression-Based Regularization with an Application to Multi-Task Learning,” IEEE Trans. on Signal Processing, Nov. 2017, (submitted). [Online]


  1. PuceM. Vera, P. Piantanida, and L. Rey Vega, “Informational complexity and generalization in representation learning,” in The 35th International Conference on Machine Learning (ICML 2018), Stockholm, Sweden, July 10 – July 15, July 2018 (submitted).


  1. Puce——, “The role of the information bottleneck in representation learning,” in 2018 IEEE International Symposium on Information Theory (ISIT), June 2018 (submitted).


  1. PuceG. Pichler, P. Piantanida, and G. Matz, “Distributed information-theoretic clustering,” Information Theory, IEEE Transactions on, vol., November 2017 (submitted). [Online]


  1. PuceM. Vera, L. Rey Vega, and P. Piantanida, “Collaborative information bottleneck,” Information Theory, IEEE Transactions on, February 2016, (submitted). [Online]


  1. PuceG. Pichler, P. Piantanida, and G. Matz, “Two dictator functions maximize mutual information,” The Annals of Applied Probability, April 2018 (to appear). [Online]


  1. PuceL. R. Vega, P. Piantanida, and A. O. Hero, “The three-terminal interactive lossy source coding problem,” IEEE Transactions on Information Theory, vol. 63, no. 1, pp. 532–562, Jan 2017. [Online]


  1. PuceM. Vera, L. Rey Vega, and P. Piantanida, “The two-way cooperative information bottleneck,” in Information Theory (ISIT), 2015 IEEE International Symposium on, June 2015, pp. 2131–2135.



Information Theory and Statistics



  1. PuceJ. Silva and P. Piantanida, “Universal weak variable-length source coding on countable infinite alphabets,” Information Theory, IEEE Transactions on, February 2017, (submitted). [Online]


  1. PuceG. Katz, P. Piantanida, and M. Debbah, “Collaborative distributed hypothesis testing,” Information Theory, IEEE Transactions on, January 2017 (submitted). [Online]


  1. PuceM. Mhanna, P. Piantanida, and P. Duhamel, “Quantization for distributed binary detection under secrecy constraints,” in Communications (ICC), 2016 IEEE International Conference on, 2016.


  1. PuceG. Katz, P. Piantanida, and M. Debbah, “Distributed binary detection with lossy data compression,” IEEE Transactions on Information Theory, vol. 63, no. 8, pp. 5207–5227, Aug 2017. [Online]


  1. PuceP. Piantanida, L. Vega, and A. Hero, “A proof of the generalized Markov lemma with countable infinite sources,” in Information Theory (ISIT), 2014 IEEE International Symposium on, June 2014, pp. 591–595.


  1. PuceJ. Villard, P. Bianchi, E. Moulines, and P. Piantanida, “High-rate quantization for the Neyman-Pearson detection of Hidden Markov processes,” in Information Theory Workshop (ITW), 2010 IEEE, jan. 2010, pp. 1 –5. [Online]


  1. PuceP. Piantanida and C. Estienne, “A new estimator based on maximum entropy,” Latin American Applied Research, vol. 35, no. 2, pp. 143–148, June 2005.G.


  1. PuceP. Piantanida and C. Estienne, “Maximum entropy good-turing estimator for language modeling,” in Proc. of European Conference on Speech Communication and Technology (Eurospeech), September 1-4, Geneva, Switzerland 2003.



Communication Mechanisms for Security and Privacy



  1. PuceG. Bassi, P. Piantanida, and G. Shamai (Shitz), “The wiretap channel with generalized feedback: Secure communication and key generation,” Information Theory, IEEE Transactions on, July 2015 (revised). [Online]


  1. PuceM. Benammar and P. Piantanida, “Secrecy capacity region of some classes of wiretap broadcast channels,” Information Theory, IEEE Transactions on, vol. 61, no. 10, pp. 5564–5582, Oct 2015. [Online]


  1. PuceJ. Villard, P. Piantanida, and S. Shamai, “Secure transmission of sources over noisy channels with side information at the receivers,” Information Theory, IEEE Transactions on, vol. 60, no. 1, pp. 713–739, Jan 2014. [Online]


  1. PuceJ. Villard and P. Piantanida, “Secure multiterminal source coding with side information at the eavesdropper,” Information Theory, IEEE Transactions on, vol. 59, no. 6, pp. 3668–3692, 2013. [Online]


  1. PuceY. Sheng, M. Kobayashi, P. Piantanida, and S. Shamai, “Secrecy degrees of freedom of MIMO broadcast channels with delayed CSIT,” Information Theory, IEEE Transactions on, vol. 59, no. 9, pp. 5244–5256, 2013. [Online]


  1. PuceM. Kobayashi, P. Piantanida, S. Yang, and S. Shamai (Shitz), “On the secrecy degrees of freedom of the multi- antenna block fading wiretap channel,” Information Forensics and Security, IEEE Transactions on, vol. 6, no. 3, pp. 703–711, September 2011.


  1. PuceM. Mhanna, P. Piantanida, and P. Duhamel, “Quantization for distributed binary detection under secrecy constraints,” in Communications (ICC), 2016 IEEE International Conference on, 2016.



Information Theory and Stochastic Geometry



  1. PuceA. Altieri and P. Piantanida, “Performance Evaluation of Advanced Relaying Protocols in Large Wireless Networks,” Networking, IEEE/ACM Transactions on, Jan. 2018, (submitted). [Online]


  1. PuceA. Altieri, P. Piantanida, L. Rey Vega, and C. Galarza, “On fundamental trade-offs of device-to-device communications in large wireless networks,” Wireless Communications, IEEE Transactions on, vol. 14, no. 9, pp. 4958–4971, Sept 2015. [Online]


  1. PuceA. Altieri, L. Rey Vega, P. Piantanida, and C. Galarza, “On the outage probability of the full-duplex interference- limited relay channel,” Selected Areas in Communications, IEEE Journal on, vol. 32, no. 9, pp. 1765–1777, Sept 2014. [Online]


  1. PuceA. Altieri, L. Rey Vega, P. Piantanida, and C. Galarza, “Analysis of a cooperative strategy for a large decentralized wireless network,” Networking, IEEE/ACM Transactions on, August 2014. [Online]


Communication Mechanisms for Time-Varying Networks



  1. PuceC. He, S. Yang, and P. Piantanida, “A novel transmission scheme for the K-user broadcast channel with delayed CSIT,” IEEE Transactions on Wireless Communications, vol. 17, no. 1, pp. 386–399, Jan 2018.


  1. PuceM. Benammar, P. Piantanida, and S. Shamai (Shitz), “On the compound broadcast channel: Multiple description coding and interference decoding,” Information Theory, IEEE Transactions on, 2015, (revised). [Online]


  1. PuceJ. Hoydis, R. Couillet, and P. Piantanida, “The second-order coding rate of the MIMO quasi-static Rayleigh fading channel,” Information Theory, IEEE Transactions on, vol. 61, no. 12, pp. 6591–6622, Dec 2015. [Online]


  1. PuceM. Jabi, A. Hamss, L. Szczecinski, and P. Piantanida, “Multi-packet hybrid ARQ: Closing gap to the ergodic capacity,” Communications, IEEE Transactions on, vol. PP, no. 99, pp. 1–1, 2015. [Online]


  1. PuceP. Piantanida, G. Matz, and P. Duhamel, “Outage behavior of discrete memoryless channels under channel estimation errors,” Information Theory, IEEE Transactions on, vol. 55, no. 9, pp. 4221–4239, sept. 2009. [Online]


  1. PuceP. Piantanida, S. Sadough, and P. Duhamel, “On the outage capacity of a practical decoder accounting for channel estimation inaccuracies,” Communications, IEEE Transactions on, vol. 57, no. 5, pp. 1341 –1350, may 2009. [Online]


Communication Mechanisms  for Cooperation and Feedback



  1. PuceM. Benammar, P. Piantanida, and S. Shamai (Shitz), “Capacity results for the multicast cognitive interference channel,” Information Theory, IEEE Transactions on, January 2016, (submitted). [Online]


  1. PuceG. Bassi, P. Piantanida, and S. Yang, “Capacity bounds for a class of interference relay channels,” Information Theory, IEEE Transactions on, vol. 61, no. 7, pp. 3698–3721, July 2015. [Online]


  1. PuceA. Behboodi and P. Piantanida, “Mixed noisy network coding and cooperative unicasting in wireless networks,” Information Theory, IEEE Transactions on, vol. 61, no. 1, pp. 189–222, Jan 2015. [Online]


  1. PuceA. Zaidi, P. Piantanida, and S. Shamai Shitz, “Capacity region of cooperative multiple-access channel with states,” Information Theory, IEEE Transactions on, vol. 59, no. 10, pp. 6153–6174, 2013. [Online]


  1. PuceA. Zaidi, S. Shamai, P. Piantanida, and L. Vandendorpe, “Bounds on the capacity of the relay channel with noncausal state at the source,” Information Theory, IEEE Transactions on, vol. 59, no. 5, pp. 2639–2672, 2013. [Online] 


  1. PuceA. Behboodi and P. Piantanida, “Cooperative strategies for simultaneous and broadcast relay channels,” Information Theory, IEEE Transactions on, vol. 59, no. 3, pp. 1417–1443, 2013. [Online]




 

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