Research output per year
Research output per year
- 12 results
Search results
-
2024
Bayesian Optimization With Formal Safety Guarantees via Online Conformal Prediction
Zhang, Y., Park, S. & Simeone, O., 3 Jul 2024, (E-pub ahead of print) In: Ieee Journal Of Selected Topics In Signal Processing. p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile21 Downloads (Pure) -
Federated Inference With Reliable Uncertainty Quantification Over Wireless Channels via Conformal Prediction
Zhu, M., Zecchin, M., Park, S., Guo, C., Feng, C. & Simeone, O., 29 Jan 2024, In: IEEE Transactions on Signal Processing. 72, p. 1235-1250 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control
Zecchin, M., Park, S. & Simeone, O., 2024, In: IEEE Journal on Selected Areas in Information Theory. 5, p. 44-61 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile27 Downloads (Pure) -
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
Chen, J., Park, S. & Simeone, O., Jul 2024, In: Ieee Journal Of Selected Topics In Signal Processing. p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)71 Downloads (Pure) -
2023
Calibrating AI Models for Wireless Communications via Conformal Prediction
Cohen, K. M., Park, S., Simeone, O. & Shamai, S., 25 Sept 2023, (E-pub ahead of print) In: IEEE Transactions on Machine Learning in Communications and Networking.Research output: Contribution to journal › Article › peer-review
Open Access -
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction
Cohen, K. M., Park, S., Simeone, O., Popovski, P. & Shamai, S., 2023, In: IEEE SIGNAL PROCESSING LETTERS. 30, p. 473-477 5 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)50 Downloads (Pure) -
Online Meta-Learning For Hybrid Model-Based Deep Receivers
Raviv, T., Park, S., Simeone, O., Eldar, Y. C. & Shlezinger, N., 1 Oct 2023, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 22, 10, p. 6415-6431 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Citations (Scopus)60 Downloads (Pure) -
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications
Zecchin, M., Park, S., Simeone, O., Kountouris, M. & Gesbert, D., 1 Aug 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 4, p. 897-912 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)49 Downloads (Pure) -
2022
Bayesian Active Meta-Learning for Reliable and Efficient AI-Based Demodulation
Cohen, K. M., Park, S., Simeone, O. & Shamai, S., 11 Nov 2022, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. 70, p. 5366-5380Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)29 Downloads (Pure) -
PREDICTING FLAT-FADING CHANNELS VIA META-LEARNED CLOSED-FORM LINEAR FILTERS AND EQUILIBRIUM PROPAGATION
Park, S. & Simeone, O., 27 Apr 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8817-8821 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
4 Citations (Scopus) -
2021
Learning to Learn to Demodulate with Uncertainty Quantification via Bayesian Meta-Learning
Cohen, K. M., Park, S., Simeone, O. & Shamai, S., 2021, WSA 2021 - 25th International ITG Workshop on Smart Antennas. VDE VERLAG GMBH, p. 202-207 6 p. (WSA 2021 - 25th International ITG Workshop on Smart Antennas).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
4 Citations (Scopus) -
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels
Raviv, T., Park, S., Shlezinger, N., Simeone, O., Eldar, Y. C. & Kang, J., Jun 2021, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9473693. (2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
14 Citations (Scopus)