Raed Al Kontar
University of Michigan
H-index: 14
North America-United States
Top articles of Raed Al Kontar
Federated data analytics: A study on linear models
IISE Transactions
2024/1/2
Xubo Yue
H-Index: 2
Raed Al Kontar
H-Index: 7
Optimize to generalize in Gaussian processes: An alternative objective based on the Rényi divergence
IISE Transactions
2024/6/2
Xubo Yue
H-Index: 2
Raed Al Kontar
H-Index: 7
Personalized feature extraction for manufacturing process signature characterization and anomaly detection
Journal of Manufacturing Systems
2024/6/1
Shenghan Guo
H-Index: 3
Raed Al Kontar
H-Index: 7
Intelligent Feedrate Optimization using an Uncertainty-aware Digital Twin within a Model Predictive Control Framework
2023/11/1
Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components
arXiv preprint arXiv:2404.07955
2024/3/21
Salar Fattahi
H-Index: 11
Raed Al Kontar
H-Index: 7
Rethinking Cost-Sensitive Classification in Deep Learning via Adversarial Data Augmentation
INFORMS Journal on Data Science
2024/2/28
Personalized Dictionary Learning for Heterogeneous Datasets
Advances in Neural Information Processing Systems
2024/2/13
Raed Al Kontar
H-Index: 7
Salar Fattahi
H-Index: 11
Personalized PCA: Decoupling Shared and Unique Features
arXiv preprint arXiv:2207.08041
2022/7/17
Raed Al Kontar
H-Index: 7
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence
2024/1/17
Federated multi-output Gaussian processes
Technometrics
2024/1/2
Seokhyun Chung
H-Index: 4
Raed Al Kontar
H-Index: 7
Designing Human-Centered AI to Prevent Medication Dispensing Errors: Focus Group Study With Pharmacists
JMIR Formative Research
2023/12/25
A continual learning framework for adaptive defect classification and inspection
Journal of Quality Technology
2023/10/20
Wenbo Sun
H-Index: 6
Raed Al Kontar
H-Index: 7
SEE-OoD: Supervised Exploration For Enhanced Out-of-Distribution Detection
arXiv preprint arXiv:2310.08040
2023/10/12
Personalized tucker decomposition: Modeling commonality and peculiarity on tensor data
arXiv preprint arXiv:2309.03439
2023/9/7
Raed Al Kontar
H-Index: 7
Hao Yan
H-Index: 4
Personalized federated learning via domain adaptation with an application to distributed 3D printing
Technometrics
2023/7/3
Raed Al Kontar
H-Index: 7
Collaborative and distributed bayesian optimization via consensus: Showcasing the power of collaboration for optimal design
arXiv preprint arXiv:2306.14348
2023/6/25
Federated Condition Monitoring Signal Prediction With Improved Generalization
IEEE Transactions on Reliability
2023/6/21
Seokhyun Chung
H-Index: 4
Raed Al Kontar
H-Index: 7
Heterogeneous Matrix Factorization: When Features Differ by Datasets
arXiv preprint arXiv:2305.17744
2023/5/28
Raed Al Kontar
H-Index: 7
Salar Fattahi
H-Index: 11
: Ensemble Models in Federated Learning for Improved Generalization and Uncertainty Quantification
IEEE Transactions on Automation Science and Engineering
2023/5/1
Raed Al Kontar
H-Index: 7
Mosharaf Chowdhury
H-Index: 25
SALR: Sharpness-aware learning rate scheduler for improved generalization
IEEE Transactions on Neural Networks and Learning Systems
2023/4/7
