Statistical Learning Comparison Hub
4 papers - avg viability 2.8
Top Papers
- Brenier Isotonic Regression(4.0)
Brenier isotonic regression extends classical isotonic regression to multi-output scenarios using optimal transport principles.
- Worst-case low-rank approximations(3.0)
wcPCA offers a robust framework for improving PCA performance across heterogeneous domains in real-world applications.
- Decomposing Probabilistic Scores: Reliability, Information Loss and Uncertainty(2.0)
This paper explores the decomposition of probabilistic scores to analyze calibration and uncertainty in predictors.
- Active Seriation: Efficient Ordering Recovery with Statistical Guarantees(2.0)
A theoretical framework for recovering unknown orderings through adaptive querying of pairwise similarities.