Adaptive Budgeting for Collaborative Multi-Task Data Collection in Online Sparse Crowdsensing.
Chunyu TuZhiyong YuLei HanXianwei GuoFangwan HuangWenzhong GuoLeye WangPublished in: IEEE Trans. Mob. Comput. (2024)
Keyphrases
- multi task
- data collection
- sparse learning
- multi task learning
- learning tasks
- group lasso
- multitask learning
- multiple tasks
- gaussian processes
- feature selection
- elastic net
- multi class
- transfer learning
- learning problems
- data analysis
- sparse representation
- sensor networks
- sparse coding
- image classification
- wireless sensor networks
- high dimensional
- data sets
- information gain
- supervised learning
- compressive sensing
- pairwise
- similarity measure
- sparsity inducing