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Papers
Enhancing Network Failure Mitigation with Performance-Aware Ranking
NSDI 2025
CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models
NAACL 2024
Outlier Ranking for Large-Scale Public Health Data
AAAI 2024
Efficient and accurate top-k recovery from choice data
UAI 2022
Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms
EMNLP 2021
On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons
NeurIPS 2021
On the design of consequential ranking algorithms
UAI 2020
Balanced Ranking with Diversity Constraints
IJCAI 2019
The Limits of Maxing, Ranking, and Preference Learning
ICML 2018
Become Popular in SNS: Tag Recommendation using FolkPopularityRank to Enhance Social Popularity
IJCAI 2017
Maximum Selection and Ranking under Noisy Comparisons
ICML 2017
On Multilabel Classification and Ranking with Bandit Feedback
JMLR 2014
Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking
ACML 2013
Consensus Ranking with Signed Permutations
AISTATS 2013
Active Ranking using Pairwise Comparisons
NeurIPS 2011
On Equivalence Relationships Between Classification and Ranking Algorithms
JMLR 2011
Generalization Bounds for Ranking Algorithms via Algorithmic Stability
JMLR 2009
Learning to Rank by Optimizing NDCG Measure
NeurIPS 2009
The P-Norm Push: A Simple Convex Ranking Algorithm that Concentrates at the Top of the List
JMLR 2009
Learning to Rank with Nonsmooth Cost Functions
NeurIPS 2006