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Osvaldo Simeone

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Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction

Oct 06, 2022
Sangwoo Park, Kfir M. Cohen, Osvaldo Simeone

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Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems

Oct 03, 2022
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone

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Neuromorphic Integrated Sensing and Communications

Sep 24, 2022
Jiechen Chen, Nicolas Skatchkovsky, Osvaldo Simeone

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Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis

Sep 23, 2022
Sharu Theresa Jose, Osvaldo Simeone

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Compressed Particle-Based Federated Bayesian Learning and Unlearning

Sep 19, 2022
Jinu Gong, Osvaldo Simeone, Joonhyuk Kang

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Bayesian Continual Learning via Spiking Neural Networks

Aug 29, 2022
Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone

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Learning Distributed Quantum State Discrimination with Noisy Classical Communications

Jul 22, 2022
Hari Hara Suthan Chittoor, Osvaldo Simeone

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Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks

Jul 13, 2022
Riccardo Marini, Sangwoo Park, Osvaldo Simeone, Chiara Buratti

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Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications

Jul 01, 2022
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert

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AI-Based Channel Prediction in D2D Links: An Empirical Validation

Jun 16, 2022
Nidhi Simmons, Samuel B. Ferreira Gomes, Michel Daoud Yacoub, Osvaldo Simeone, Simon L Cotton, David E. Simmons

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