Towards optimal estimation of bivariate isotonic matrices with unknown permutations
From MaRDI portal
Publication:1996765
DOI10.1214/19-AOS1925zbMath1490.62129arXiv1806.09544MaRDI QIDQ1996765
Cheng Mao, Ashwin Pananjady, Martin J. Wainwright
Publication date: 26 February 2021
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1806.09544
rankingpairwise comparisonscrowd-labelingpermutation-based modelsshape-constrained estimationstatistical-computational gap
Computational methods for problems pertaining to statistics (62-08) Estimation in multivariate analysis (62H12) Statistical ranking and selection procedures (62F07) Paired and multiple comparisons; multiple testing (62J15)
Related Items
Isotonic regression with unknown permutations: statistics, computation and adaptation, Reconstruction of line-embeddings of graphons, Re-thinking high-dimensional mathematical statistics. Abstracts from the workshop held May 15--21, 2022, Optimal permutation estimation in crowdsourcing problems, Optimal detection of the feature matching map in presence of noise and outliers
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Rate-optimal graphon estimation
- Oracle inequalities for network models and sparse graphon estimation
- The method of moments and degree distributions for network models
- Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
- The geometry of hypothesis testing over convex cones: generalized likelihood ratio tests and minimax radii
- Computational implications of reducing data to sufficient statistics
- Binary choice probabilities: on the varieties of stochastic transitivity
- Optimal rates of statistical seriation
- Rate of convergence of nonparametric estimates of maximum-likelihood type
- Risk bounds in isotonic regression
- Worst-case versus average-case design for estimation from partial pairwise comparisons
- Active ranking from pairwise comparisons and when parametric assumptions do not help
- Isotonic regression in general dimensions
- Matrix estimation by universal singular value thresholding
- On matrix estimation under monotonicity constraints
- Entropy estimate for high-dimensional monotonic functions
- Minimax rates in permutation estimation for feature matching
- Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence
- Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues
- Topological sorting of large networks
- Community Detection and Stochastic Block Models
- Simple, Robust and Optimal Ranking from Pairwise Comparisons
- Minimax Rates and Efficient Algorithms for Noisy Sorting
- Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems
- Estimation in Tournaments and Graphs Under Monotonicity Constraints
- Feeling the Bern: Adaptive Estimators for Bernoulli Probabilities of Pairwise Comparisons
- Restricted strong convexity and weighted matrix completion: Optimal bounds with noise
- Rank Centrality: Ranking from Pairwise Comparisons