Sangwoo Park

1. Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications
   2022/07/01 by Matteo Zecchin, Zecchin, Matteo, Sangwoo Park +7 · 5 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Fault Detection and Control Systems #Information Theory (cs.IT) #Machine Learning (cs.LG)
2. Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems
   2022/10/03 by Lisha Chen, Chen, Lisha, Sharu Theresa Jose +9 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM #Signal Processing (eess.SP) #electronic engineering #information engineering
3. Generalization and Informativeness of Conformal Prediction
   2024/01/22 by Matteo Zecchin, Sangwoo Park, Zecchin, Matteo +5 · 3 citations
   Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Fault Detection and Control Systems #Information Theory (cs.IT) #Machine Learning (cs.LG)
4. Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels
   2023/05/12 by Tomer Raviv, Raviv, Tomer, Sangwoo Park +7 · 3 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Wireless Signal Modulation Classification
5. Cross-Validation Conformal Risk Control
   2024/01/22 by Kfir M. Cohen, Cohen, Kfir M., Sangwoo Park +5 · 3 citations
   Engineering · Mathematics · #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
6. Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction
   2022/10/06 by Sangwoo Park, Park, Sangwoo, Kfir M. Cohen +3 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Signal Processing (eess.SP) #electronic engineering #information engineering
7. Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
   2024/04/17 by Jiayi Huang, Huang, Jiayi, Sangwoo Park +3 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Signal Processing (eess.SP) #electronic engineering #information engineering
8. FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
   2025/05/19 by Seanie Lee, Lee, Seanie, Sangwoo Park +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
9. Robust PAC^m: Training Ensemble Models Under Misspecification and Outliers
   2022/03/03 by Matteo Zecchin, Zecchin, Matteo, Sangwoo Park +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
10. Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
    2023/05/18 by Jiechen Chen, Chen, Jiechen, Sangwoo Park +3 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
11. Soybean meal allergenic protein degradation and gut health of piglets fed protease-supplemented diets
    2020/09/14 by Sangwoo Park, Jung Wook Lee, A.J. Cowieson +4 · 12 citations
    Agricultural and Biological Sciences · Medicine · #Animal Nutrition and Physiology #Meat and Animal Product Quality #Food Allergy and Anaphylaxis Research