research
∙
02/23/2023
MetaLDC: Meta Learning of Low-Dimensional Computing Classifiers for Fast On-Device Adaption
Fast model updates for unseen tasks on intelligent edge devices are cruc...
share
research
∙
10/16/2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Continual learning faces a crucial challenge of catastrophic forgetting....
research
∙
03/18/2022
LeHDC: Learning-Based Hyperdimensional Computing Classifier
Thanks to the tiny storage and efficient execution, hyperdimensional Com...
research
∙
08/26/2021
Enabling SQL-based Training Data Debugging for Federated Learning
How can we debug a logistical regression model in a federated learning s...
research
∙
02/23/2018