Adversarial Risk Bounds through Sparsity based Compression.
Emilio Rafael BaldaNiklas KoepArash BehboodiRudolf MatharPublished in: AISTATS (2020)
Keyphrases
- risk bounds
- data dependent
- empirical risk minimization
- data compression
- learning algorithm
- image compression
- vc dimension
- statistical learning theory
- compression ratio
- high dimensional
- compression scheme
- stochastic processes
- compression algorithm
- parameter free
- supervised learning
- statistical learning
- pairwise
- reinforcement learning
- feature selection