32 citations
- University of Illinois ChicagoUS6 papers
- University of ChicagoUS2 papers
- Adelphi Laboratory CenterUS1 paper
- Arizona State UniversityUS1 paper
- Beihang UniversityCN1 paper
- California Institute of TechnologyUS1 paper
- DEVCOM Army Research LaboratoryUS1 paper
- Hong Kong Polytechnic UniversityHK1 paper
- Institute for Advanced StudyUS1 paper
- Kavli Institute for Particle Astrophysics and CosmologyUS1 paper
- Michigan UnitedUS1 paper
- Nanjing University of Aeronautics and AstronauticsCN1 paper
7 papers
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception
Divake Kumar, Nastaran Darabi, Sina Tayebati +1
Safety-critical perception systems require both reliable uncertainty quantification and principled abstention mechanisms to maintain safety under diverse operational conditions. We…
Demonstration of machine-learning-enhanced Bayesian quantum state estimation
Sanjaya Lohani, Joseph M. Lukens, Atiyya A. Davis +6
Machine learning (ML) has found broad applicability in quantum information science in topics as diverse as experimental design, state classification, and even studies on quantum fo…
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks
Jianxin Li, Hao Peng, Yuwei Cao +4
Graph neural networks (GNNs) have been widely used in deep learning on graphs. They can learn effective node representations that achieve superior performances in graph analysis ta…
Differentially Private Multi-Agent Planning for Logistic-like Problems
Dayong Ye, Tianqing Zhu, Sheng Shen +2
Planning is one of the main approaches used to improve agents' working efficiency by making plans beforehand. However, during planning, agents face the risk of having their private…
Deep Learning for Spatio-Temporal Data Mining: A Survey
Senzhang Wang, Jiannong Cao, Philip S. Yu
With the fast development of various positioning techniques such as Global Position System (GPS), mobile devices and remote sensing, spatio-temporal data has become increasingly av…
The Information Content of Sarbanes-Oxley in Predicting Security Breaches
J. Christopher Westland
We investigated publicly reported security breaches of internal controls in corporate systems to determine whether SOX assessments are information bearing with respect to breaches…