4 citations
- Analysis Group (United States)US3 papers
- University of ChicagoUS3 papers
- California Institute of TechnologyUS2 papers
- Escuela Superior Politecnica del LitoralEC2 papers
- Florida State UniversityUS2 papers
- Georgia Institute of TechnologyUS2 papers
- University of Wisconsin–MadisonUS2 papers
- Acupuncture And Massage CollegeUS1 paper
- Aix-Marseille UniversitéFR1 paper
- Aletheia UniversityTW1 paper
- Applied Mathematics (United States)US1 paper
- Augusta UniversityUS1 paper
4 papers · 1 filter
Temporal Graph Prototype-conditioned Conformal Prediction for Fraud Detection
Xudong Chen, Shengbo Gong, Lu Cheng +1
Conformal prediction (CP) provides distribution-free coverage guarantees and has emerged as a principled tool for uncertainty quantification. In edge-level fraud detection on tempo…
Adaptive digital twins for predictive decision-making: Online Bayesian learning of transition dynamics
Eugenio Varetti, Matteo Torzoni, Marco Tezzele +1
This work shows how adaptivity can enhance value realization of digital twins in civil engineering. We focus on adapting the state transition models within digital twins represente…
A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection
Davood Fattahi, Runze Yan, Saurabh Kataria +2
Objective: Accurate classification of physiological signals in real-world deployments is challenged by sensor noise, motion artifacts, and distribution shifts between training and…
Scalable Graph Condensation with Evolving Capabilities
Shengbo Gong, Mohammad Hashemi, Juntong Ni +2
The rapid growth of graph data creates significant scalability challenges as most graph algorithms scale quadratically with size. To mitigate these issues, Graph Condensation (GC)…