LDLLC

Introduction

Label distribution learning (LDL) can be viewed as the generalization of multi-label learning. This novel paradigm focuses on the relative importance of different labels to a particular instance.

Publication

Code accompanying the paper Label Distribution Learning by Exploiting Label Correlations. AAAI 2018. https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16500

DataSet

The group of PALM provides some LDL data sets. http://palm.seu.edu.cn/xgeng/LDL/index.htm

How to use

run mainLc.m

Environment

Ubuntu 18.04

MatLab R2018a

Intel® Core™ i5-6500 CPU @ 3.20GHz × 4