Sangwoo Park

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Predictive Control

Confidence Levels

Regularized Kernel

Spiking Neural Networks

Top Venues

IEEE J. Sel. Areas Inf. Theory

IEEE Wirel. Commun.

Publications

Jiechen Chen, Sangwoo Park, Osvaldo Simeone
Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks. Entropy 26 (2) (2024)
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels. IEEE Wirel. Commun. 31 (4) (2024)
Meiyi Zhu, Matteo Zecchin, Sangwoo Park, Caili Guo, Chunyan Feng, Osvaldo Simeone
Federated Inference With Reliable Uncertainty Quantification Over Wireless Channels via Conformal Prediction. IEEE Trans. Signal Process. 72 (2024)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone
Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Amirmohammad Farzaneh, Sangwoo Park, Osvaldo Simeone
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization. CoRR (2024)
Qiushuo Hou, Matteo Zecchin, Sangwoo Park, Yunlong Cai, Guanding Yu, Kaushik Chowdhury, Osvaldo Simeone
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning. CoRR (2024)
Jiechen Chen, Sangwoo Park, Petar Popovski, H. Vincent Poor, Osvaldo Simeone
Neuromorphic Split Computing with Wake-Up Radios: Architecture and Design via Digital Twinning. CoRR (2024)
Jiayi Huang, Sangwoo Park, Osvaldo Simeone
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference. CoRR (2024)
Yunchuan Zhang, Sangwoo Park, Osvaldo Simeone
Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search. CoRR (2024)
Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
Byzantine-Resilient Federated Learning via Reverse Aggregation. VCC (2023)