conftrace_

pairwise comparison

187 papers

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Also known as

PCOMP PC

Co-occurring keywords

large language model (13587) preference learning (418) rank aggregation (53) bradley-terry-luce model (18) sample complexity (1169) active learning (1301) dueling bandit (57) bradley-terry model (31) regret bound (1926) stochastic transitivity (11)

Papers

Noise-Tolerant Interactive Learning Using Pairwise Comparisons NIPS 2017
SemEval-2017 Task 6: #HashtagWars: Learning a Sense of Humor SEMEVAL 2017
Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons ICML 2017
Just Sort It! A Simple and Effective Approach to Active Preference Learning ICML 2017
Maximum Selection and Ranking under Noisy Comparisons ICML 2017
Bayesian Decision Process for Cost-Efficient Dynamic Ranking via Crowdsourcing JMLR 2016
Learning Combinatorial Functions from Pairwise Comparisons COLT 2016
When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs? COLT 2016
Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm ICML 2016
Objective Evaluation Methods for Chinese Text-To-Speech Systems INTERSPEECH 2016
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues ICML 2016
Data-driven Rank Breaking for Efficient Rank Aggregation ICML 2016
Spectral Ranking using Seriation JMLR 2016
Data-driven Rank Breaking for Efficient Rank Aggregation JMLR 2016
Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence JMLR 2016
Contextual Dueling Bandits COLT 2015
A Topic Modeling Approach to Ranking AISTATS 2015
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons ICML 2015
Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach NIPS 2015
Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons ICML 2015
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014
Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014
Learning Mixed Multinomial Logit Model from Ordinal Data NIPS 2014