Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing.
Nived Rajaraman DevvritAryan MokhtariKannan RamchandranPublished in: NeurIPS (2023)
Keyphrases
- group lasso
- low rank
- variable selection
- regression model
- search space
- contingency tables
- efficient optimization
- convex optimization
- multi label learning
- multiple kernel learning
- matrix factorization
- multi task
- regularization term
- linear combination
- singular value decomposition
- multi class
- feature selection
- multi task learning
- cost function
- collaborative filtering
- semi supervised
- missing data
- labeled data
- model selection