Items where Author is "Simeone, Osvaldo"

Article

Wu, Dengyu, Chen, Jiechen, Rajendran, Bipin, Poor, H. Vincent and Simeone, Osvaldo (2026) Neuromorphic Wireless Split Computing with Resonate-and-Fire Neurons. IEEE Transactions on Machine Learning in Communications and Networking. (In Press)

Zecchin, Matteo, Raviv, Tomer, Kalathil, Dileep, Narayanan, Krishna, Shlezinger, Nir and Simeone, Osvaldo (2026) In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory. IEEE BITS the Information Theory Magazine. pp. 1-12. ISSN 2692-4110

Zecchin, Matteo, Kunnath Ganesan, Unnikrishnan, Durisi, Giuseppe, Popovski, Petar and Simeone, Osvaldo (2026) Prediction-Powered Communication with Distortion Guarantees. IEEE Journal on Selected Areas in Information Theory. pp. 33-45. ISSN 2641-8770

Deng, Weicao, Shi, Binpu, Li, Min and Simeone, Osvaldo (2026) SCAN-BEST: Sub-6GHz-Aided Near-Field Beam Selection with Formal Reliability Guarantees. IEEE Transactions on Cognitive Communications and Networking, 12. pp. 5506-5521. ISSN 2332-7731

Zhang, Guanyi, Cai, Yunlong, Yu, Guanding, Popovski, Petar and Simeone, Osvaldo (2026) Quantize-Sample-and-Verify: LLM Acceleration via Adaptive Edge-Cloud Speculative Decoding. IEEE Communications Letters.

Yoo, Seonghoon, Park, Sangwoo, Popovski, Petar, Kang, Joonhyuk and Simeone, Osvaldo (2025) Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction. IEEE Transactions on Signal Processing, 74. pp. 423-438.

Wen, Haifeng, Xing, Hong and Simeone, Osvaldo (2025) Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs. IEEE Transactions on Cognitive Communications and Networking, 12. pp. 4911-4925.

Deng, Weicao, Park, Seok-Hwan, Li, Min and Simeone, Osvaldo (2025) Optimizing In-Context Learning for Efficient Full Conformal Prediction. IEEE Signal Processing Letters, 33. pp. 311-315. ISSN 1558-2361

Binucci, Francesco, Simeone, Osvaldo and Banelli, Paolo (2025) Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints. IEEE Transactions on Signal Processing, 73. pp. 4521-4538. ISSN 1941-0476

Song, Zihang, Katti, Prabodh, Simeone, Osvaldo and Rajendran, Bipin (2025) Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 33 (6). pp. 1596-1609. ISSN 1063-8210

Katti, Prabodh, Ruah, Clement, Simeone, Osvaldo, Al-Hashimi, Bashir M. and Rajendran, Bipin (2025) Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks. IEEE Transactions on Circuits and Systems I: Regular Papers, 72 (10). pp. 5422-5435. ISSN 1549-8328

Conference or Workshop Item

Wen, Hao, Simeone, Osvaldo and Xing, Hong (2026) Efficient Federated Conformal Prediction with Group-Conditional Guarantees. In: Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence (UAI).

Nikoloska, I., Joudeh, H., van Sloun, R. and Simeone, Osvaldo (2026) Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Huang, J., Farzaneh, A. and Simeone, Osvaldo (2026) Optimized Certainty Equivalent Risk-Controlling Prediction Sets. In: European Signal Processing Conference (EUSIPCO).

Zhang, G., Cai, Y., Yu, G. and Simeone, Osvaldo (2026) Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts. In: International Conference on Machine Learning (ICML).

Farzaneh, A., D'Oro, Stefano and Simeone, Osvaldo (2026) Should I Have Expressed a Different Intent? Counterfactual Generation for LLM-Based Autonomous Control. In: International Conference on Machine Learning (ICML).

Wang, B., Zecchin, M. and Simeone, Osvaldo (2026) Distributed Dynamic Associative Memory via Online Convex Optimization. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Book

Simeone, Osvaldo (2026) Classical and Quantum Information Theory: Uncertainty, Information, and Correlation. Cambridge University Press.