ICML 2017poster61 citations
Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons
Soheil Mohajer, Changho Suh, Adel Elmahdy
Abstract
We explore an active top-$K$ ranking problem based on pairwise comparisons that are collected possibly in a sequential manner as per our design choice. We consider two settings: (1)
BibTeX
@InProceedings{pmlr-v70-mohajer17a,
title = {Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons},
author = {Soheil Mohajer and Changho Suh and Adel Elmahdy},
booktitle = {Proceedings of the 34th International Conference on Machine Learning},
pages = {2488--2497},
year = {2017},
editor = {Precup, Doina and Teh, Yee Whye},
volume = {70},
series = {Proceedings of Machine Learning Research},
month = {06--11 Aug},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v70/mohajer17a/mohajer17a.pdf},
url = {https://proceedings.mlr.press/v70/mohajer17a.html},
abstract = {We explore an active top-$K$ ranking problem based on pairwise comparisons that are collected possibly in a sequential manner as per our design choice. We consider two settings: (1)