Professor Osvaldo Simeone Academics Supervisors Professor of Information Engineering Chair of the UK and Ireland Chapter of the IEEE Information Theory Society. Research subject areas Engineering Contact details +44 (0)20 7848 1341 osvaldo.simeone@kcl.ac.uk
ITENE: Intrinsic Transfer Entropy Neural Estimator Zhang, J., Simeone, O., Cvetkovic, Z., Abela, E. & Richardson, M., 26 Feb 2020, International Zurich Seminar on Information and Communication (IZS 2020). p. 83-87 5 p. Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.3929/ethz-b-000402960 Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization Jose, S. T., Simeone, O. & Durisi, G., 1 Jan 2022, In: IEEE TRANSACTIONS ON INFORMATION THEORY. 68, 1, p. 474-501 28 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1109/TIT.2021.3119605 Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers Liu, D. & Simeone, O., 6 Oct 2021, (E-pub ahead of print) In: IEEE Journal on Selected Areas in Communications. p. 1-1 Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1109/JSAC.2021.3118406 Prediction of mmWave/THz Link Blockages through Meta-Learning and Recurrent Neural Networks Kalor, A. E., Simeone, O. & Popovski, P., 1 Dec 2021, In: IEEE Wireless Communications Letters. 10, 12, p. 2815-2819 5 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1109/LWC.2021.3118269 Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Xing, H., Simeone, O. & Bi, S., 1 Dec 2021, In: IEEE Journal on Selected Areas in Communications. 39, 12, p. 3723-3741 19 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1109/JSAC.2021.3118400 Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks Pacheco, R. G., Couto, R. S. & Simeone, O., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.1109/ICC42927.2021.9500760 Multi-sample online learning for spiking neural networks based on generalized expectation maximization Jang, H. & Simeone, O., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 4080-4084 5 p. Research output: Contribution to journal › Conference paper › peer-review. DOIs: https://doi.org/10.1109/ICASSP39728.2021.9414804 BiSNN: Training spiking neural networks with binary weights via Bayesian learning Jang, H., Skatchkovsky, N. & Simeone, O., 5 Jun 2021, 2021 IEEE Data Science and Learning Workshop, DSLW 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Data Science and Learning Workshop, DSLW 2021). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.1109/DSLW51110.2021.9523415 Fast on-device adaptation for spiking neural networks via online-within-online meta-learning Rosenfeld, B., Rajendran, B. & Simeone, O., 5 Jun 2021, 2021 IEEE Data Science and Learning Workshop, DSLW 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Data Science and Learning Workshop, DSLW 2021). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.1109/DSLW51110.2021.9523405 An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning Jose, S. T. & Simeone, O., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1534-1539 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.1109/ISIT45174.2021.9517767 View all publications