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Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons
v1v2 (latest)

Spectral MLE: Top-KKK Rank Aggregation from Pairwise Comparisons

27 April 2015
Yuxin Chen
Changho Suh
ArXiv (abs)PDFHTML

Papers citing "Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons"

42 / 42 papers shown
Title
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications
Sze Ming Lee
Yunxiao Chen
88
0
0
13 Jan 2025
Statistical ranking with dynamic covariates
Statistical ranking with dynamic covariates
Pinjun Dong
Ruijian Han
Binyan Jiang
Yiming Xu
114
0
0
24 Jun 2024
Random pairing MLE for estimation of item parameters in Rasch model
Random pairing MLE for estimation of item parameters in Rasch model
Yuepeng Yang
Cong Ma
80
0
0
20 Jun 2024
Uncertainty Quantification of MLE for Entity Ranking with Covariates
Uncertainty Quantification of MLE for Entity Ranking with Covariates
Jianqing Fan
Jikai Hou
Mengxin Yu
CML
82
12
0
20 Dec 2022
Byzantine Spectral Ranking
Byzantine Spectral Ranking
Arnhav Datar
A. Rajkumar
Jonathan C. Augustine
62
4
0
15 Nov 2022
On Top-$k$ Selection from $m$-wise Partial Rankings via Borda Counting
On Top-kkk Selection from mmm-wise Partial Rankings via Borda Counting
Wenjing Chen
Ruida Zhou
C. Tian
Cong Shen
36
3
0
11 Apr 2022
Matrix Completion with Hierarchical Graph Side Information
Matrix Completion with Hierarchical Graph Side Information
Adel M. Elmahdy
Junhyung Ahn
Changho Suh
S. Mohajer
75
15
0
02 Jan 2022
Achievability and Impossibility of Exact Pairwise Ranking
Achievability and Impossibility of Exact Pairwise Ranking
Yihan He
49
0
0
19 Nov 2021
$\ell_{\infty}$-Bounds of the MLE in the BTL Model under General
  Comparison Graphs
ℓ∞\ell_{\infty}ℓ∞​-Bounds of the MLE in the BTL Model under General Comparison Graphs
Wanshan Li
Shamindra Shrotriya
Alessandro Rinaldo
72
11
0
20 Oct 2021
Uncertainty quantification in the Bradley-Terry-Luce model
Uncertainty quantification in the Bradley-Terry-Luce model
Chao Gao
Yandi Shen
A. Zhang
93
22
0
08 Oct 2021
Optimal Full Ranking from Pairwise Comparisons
Optimal Full Ranking from Pairwise Comparisons
Pinhan Chen
Chao Gao
A. Zhang
76
21
0
21 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective
Spectral Methods for Data Science: A Statistical Perspective
Yuxin Chen
Yuejie Chi
Jianqing Fan
Cong Ma
171
173
0
15 Dec 2020
Simultaneous Preference and Metric Learning from Paired Comparisons
Simultaneous Preference and Metric Learning from Paired Comparisons
Austin Xu
Mark A. Davenport
75
18
0
04 Sep 2020
Two-Sample Testing on Ranked Preference Data and the Role of Modeling
  Assumptions
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions
Charvi Rastogi
Sivaraman Balakrishnan
Nihar B. Shah
Aarti Singh
72
3
0
21 Jun 2020
Exploration with Limited Memory: Streaming Algorithms for Coin Tossing,
  Noisy Comparisons, and Multi-Armed Bandits
Exploration with Limited Memory: Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits
Sepehr Assadi
Chen Wang
105
17
0
09 Apr 2020
Ranking a set of objects: a graph based least-square approach
Ranking a set of objects: a graph based least-square approach
Evgenia Christoforou
A. Nordio
A. Tarable
Emilio Leonardi
118
4
0
26 Feb 2020
A General Pairwise Comparison Model for Extremely Sparse Networks
A General Pairwise Comparison Model for Extremely Sparse Networks
Ruijian Han
Yiming Xu
Kani Chen
59
8
0
20 Feb 2020
Rank Aggregation via Heterogeneous Thurstone Preference Models
Rank Aggregation via Heterogeneous Thurstone Preference Models
Tao Jin
Pan Xu
Quanquan Gu
Farzad Farnoud
60
16
0
03 Dec 2019
Quantifying consensus of rankings based on q-support patterns
Quantifying consensus of rankings based on q-support patterns
Zhengui Xue
Zhiwei Lin
Hui Wang
S. McClean
46
6
0
30 May 2019
Active embedding search via noisy paired comparisons
Active embedding search via noisy paired comparisons
Gregory H. Canal
A. Massimino
Mark A. Davenport
Christopher Rozell
80
24
0
10 May 2019
Active Ranking with Subset-wise Preferences
Active Ranking with Subset-wise Preferences
Aadirupa Saha
Aditya Gopalan
87
25
0
23 Oct 2018
Heteroskedastic PCA: Algorithm, Optimality, and Applications
Heteroskedastic PCA: Algorithm, Optimality, and Applications
Anru R. Zhang
T. Tony Cai
Yihong Wu
197
72
0
19 Oct 2018
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview
Yuejie Chi
Yue M. Lu
Yuxin Chen
75
427
0
25 Sep 2018
Choosing to Rank
Choosing to Rank
Stephen Ragain
J. Ugander
52
6
0
13 Sep 2018
Mallows Ranking Models: Maximum Likelihood Estimate and Regeneration
Mallows Ranking Models: Maximum Likelihood Estimate and Regeneration
Wenpin Tang
LRM
31
0
0
26 Aug 2018
PAC Battling Bandits in the Plackett-Luce Model
PAC Battling Bandits in the Plackett-Luce Model
Aadirupa Saha
Aditya Gopalan
79
34
0
12 Aug 2018
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown
  Permutations
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations
Cheng Mao
A. Pananjady
Martin J. Wainwright
59
14
0
25 Jun 2018
Instance-Optimality in the Noisy Value-and Comparison-Model --- Accept,
  Accept, Strong Accept: Which Papers get in?
Instance-Optimality in the Noisy Value-and Comparison-Model --- Accept, Accept, Strong Accept: Which Papers get in?
Vincent Cohen-Addad
Frederik Mallmann-Trenn
Claire Mathieu
71
10
0
21 Jun 2018
Ranking Recovery from Limited Comparisons using Low-Rank Matrix
  Completion
Ranking Recovery from Limited Comparisons using Low-Rank Matrix Completion
Tal Levy
Alireza Vahid
Raja Giryes
61
1
0
14 Jun 2018
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model
Kwangjun Ahn
Kangwook Lee
Changho Suh
76
65
0
23 May 2018
Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based
  Models in Polynomial Time
Breaking the 1/n1/\sqrt{n}1/n​ Barrier: Faster Rates for Permutation-based Models in Polynomial Time
Cheng Mao
A. Pananjady
Martin J. Wainwright
76
13
0
27 Feb 2018
Community Recovery in Hypergraphs
Community Recovery in Hypergraphs
Kwangjun Ahn
Kangwook Lee
Changho Suh
70
34
0
12 Sep 2017
A Nearly Instance Optimal Algorithm for Top-k Ranking under the
  Multinomial Logit Model
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model
Xi Chen
Yuanzhi Li
Jieming Mao
57
41
0
25 Jul 2017
Worst-case vs Average-case Design for Estimation from Fixed Pairwise
  Comparisons
Worst-case vs Average-case Design for Estimation from Fixed Pairwise Comparisons
A. Pananjady
Cheng Mao
Vidya Muthukumar
Martin J. Wainwright
T. Courtade
123
22
0
19 Jul 2017
Dynamic change-point detection using similarity networks
Dynamic change-point detection using similarity networks
Shanshan Cao
Yao Xie
45
1
0
05 Dec 2016
Active Ranking from Pairwise Comparisons and when Parametric Assumptions
  Don't Help
Active Ranking from Pairwise Comparisons and when Parametric Assumptions Don't Help
Reinhard Heckel
Nihar B. Shah
Kannan Ramchandran
Martin J. Wainwright
45
10
0
28 Jun 2016
Competitive analysis of the top-K ranking problem
Competitive analysis of the top-K ranking problem
Xi Chen
Sivakanth Gopi
Jieming Mao
Jon Schneider
77
34
0
12 May 2016
Randomized Kaczmarz for Rank Aggregation from Pairwise Comparisons
Randomized Kaczmarz for Rank Aggregation from Pairwise Comparisons
Vivek Borkar
Nikhil Karamchandani
Sharad Mirani
44
14
0
09 May 2016
Simple, Robust and Optimal Ranking from Pairwise Comparisons
Simple, Robust and Optimal Ranking from Pairwise Comparisons
Nihar B. Shah
Martin J. Wainwright
447
175
0
30 Dec 2015
Stochastically Transitive Models for Pairwise Comparisons: Statistical
  and Computational Issues
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues
Nihar B. Shah
Sivaraman Balakrishnan
Adityanand Guntuboyina
Martin J. Wainwright
227
147
0
19 Oct 2015
Teaching and compressing for low VC-dimension
Teaching and compressing for low VC-dimension
Shay Moran
Amir Shpilka
Avi Wigderson
Amir Yehudayoff
88
12
0
22 Feb 2015
Object Proposal with Kernelized Partial Ranking
Object Proposal with Kernelized Partial Ranking
Jing Wang
Jie Shen
Ping Li
57
2
0
05 Feb 2015
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