Convex Calibrated Surrogates for the Multi-Label F-Measure.
Mingyuan ZhangHarish Guruprasad RamaswamyShivani AgarwalPublished in: ICML (2020)
Keyphrases
- multi label
- convex relaxation
- text classification
- text categorization
- multi label classification
- image classification
- binary classification
- multi label learning
- multi instance
- graph cuts
- image annotation
- class labels
- label space
- potts model
- machine learning
- convex optimization
- cost sensitive
- max margin
- information retrieval
- unsupervised learning
- text mining
- high dimensional
- training data
- image processing
- feature selection
- computer vision
- learning algorithm
- multiple labels