Adam Krzyzak

Statistics and Probability · 2000–2006

A researcher in the Science corpus: 4 papers; trusts 2 researchers and is trusted by 82 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 18 citations into it; #1,591 of 12,932 by trust here, #715 by citations
• Statistical Learning Theory — 9 citations into it
• Model Architectures — 5 citations into it

Whom Adam Krzyzak trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. C. Stone
2. William S. Cleveland
3. David E. Rumelhart

Who trusts Adam Krzyzak overall

1. Csaba Szepesvari
2. Amir-massoud Farahmand
3. Gérard Biau
4. R´emi Munos
5. Samory Kpotufe
6. Wouter M. Kouw
7. Lauren Hannah
8. Francis R. Bach
9. Shuicheng Yan
10. Johannes Schmidt-Hieber

Papers from Adam Krzyzak's perspective

Ordered by how strongly the researchers Adam Krzyzak trusts endorse each paper. Same corpus, a different order for every researcher.

1. Spline Models for Observational Data
2. Cross‐Validatory Choice and Assessment of Statistical Predictions
3. Optimal Global Rates of Convergence for Nonparametric Regression
4. Probability inequalities for sum of bounded random variables
5. The Nature of Statistical Learning Theory
6. Robust Locally Weighted Regression and Smoothing Scatterplots
7. A Distribution-Free Theory of Nonparametric Regression
8. A Probabilistic Theory of Pattern Recognition
9. Rates of convergence of nearest neighbor estimation under arbitrary sampling
10. Consistent Nonparametric Regression

Their papers

• IEEE Transactions on Pattern Analysis and Machine Intelligence (2004) — 3,551 citations
• Learning and Design of Principal Curves (2000) — 391 citations
• A Distribution-Free Theory of Nonparametric Regression (2002) — 2,320 citations
• Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data (2006) — 55 citations