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Osvaldo Simeone

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Uncertainty, Calibration, and Membership Inference Attacks: An Information-Theoretic Perspective

Feb 16, 2024
Meiyi Zhu, Caili Guo, Chunyan Feng, Osvaldo Simeone

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Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks

Feb 14, 2024
Zihang Song, Prabodh Katti, Osvaldo Simeone, Bipin Rajendran

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Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins

Feb 13, 2024
Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves

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Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis

Jan 31, 2024
Petros Georgiou, Sharu Theresa Jose, Osvaldo Simeone

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Cross-Validation Conformal Risk Control

Jan 22, 2024
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai

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Generalization and Informativeness of Conformal Prediction

Jan 22, 2024
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Fredrik Hellström

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Low-Rank Gradient Compression with Error Feedback for MIMO Wireless Federated Learning

Jan 15, 2024
Mingzhao Guo, Dongzhu Liu, Osvaldo Simeone, Dingzhu Wen

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Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications

Jan 12, 2024
Eva Lagunas, Flor Ortiz, Geoffrey Eappen, Saed Daoud, Wallace Alves Martins, Jorge Querol, Symeon Chatzinotas, Nicolas Skatchkovsky, Bipin Rajendran, Osvaldo Simeone

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Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates

Dec 19, 2023
Clement Ruah, Osvaldo Simeone, Jakob Hoydis, Bashir Al-Hashimi

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Communication-Constrained Bayesian Active Knowledge Distillation

Nov 14, 2023
Victor Croisfelt, Shashi Raj Pandey, Osvaldo Simeone, Petar Popovski

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