research
∙
09/19/2023
Coreset selection can accelerate quantum machine learning models with provable generalization
Quantum neural networks (QNNs) and quantum kernels stand as prominent fi...
share
research
∙
09/13/2023
CARE: Large Precision Matrix Estimation for Compositional Data
High-dimensional compositional data are prevalent in many applications. ...
research
∙
09/19/2022
Heterogeneous Federated Learning on a Graph
Federated learning, where algorithms are trained across multiple decentr...
research
∙
10/22/2021
Temporal Point Process Graphical Models
Many real-world objects can be modeled as a stream of events on the node...
research
∙
06/09/2021
