This is the code for the paper: Progressive Identification of True Labels for Partial-Label Learning
Jiaqi Lv, Miao Xu, Lei Feng, Gang Niu, Xin Geng, Masashi Sugiyama
To be presented at ICML 2020.
All code was developed and tested on a single machine equiped with a NVIDIA Tesla V100 GPU. The environment is as bellow:
- Python 3.6.8
- Numpy 1.16.4
- Cuda 10.1.168
Here is an example:
python main.py --dataset mnist --model linear --partial_type binomial --partial_rate 0.1
The test results and transductive accuracy are printed in result/ by default.
Contact: Jiaqi Lv (lvjiaqi@seu.edu.cn).