IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight.
Theodor StoeckerNico HambauerPatrick ZschechMathias KrausPublished in: CoRR (2024)
Keyphrases
- sparse representation
- high dimensional
- sparsity constraints
- sparse approximation
- mixed norm
- dictionary learning
- tensor factorization
- regularized regression
- high dimension
- prediction accuracy
- sparse data
- sparse coding
- basis pursuit
- sparse approximations
- sparse reconstruction
- dimensionality reduction
- compressed sensing
- group lasso
- low rank
- norm regularization
- high dimensional data
- sparsity inducing
- random projections
- multi class
- canonical correlation analysis
- real time
- negative matrix factorization
- rule base
- orthogonal matching pursuit
- probabilistic model
- image sequences
- information systems
- neural network