Lossless Transformations and Excess Risk Bounds in Statistical Inference.
László GyörfiTamás LinderHarro WalkPublished in: CoRR (2023)
Keyphrases
- statistical inference
- risk bounds
- data dependent
- statistical learning theory
- statistical learning
- model selection
- empirical risk minimization
- graphical models
- bayesian inference
- learning algorithm
- stochastic processes
- machine learning
- image compression
- vc dimension
- statistical methods
- information theory
- uniform convergence
- learning problems
- unsupervised learning
- supervised classification
- supervised learning
- parameter free
- least squares
- probabilistic model