Reconstructing Test Labels from Noisy Loss Functions.
Abhinav AggarwalShiva Prasad KasiviswanathanZekun XuOluwaseyi FeyisetanNathanael TeissierPublished in: AISTATS (2022)
Keyphrases
- loss function
- pairwise
- squared error
- learning to rank
- partially labeled data
- loss minimization
- support vector
- logistic regression
- risk minimization
- reproducing kernel hilbert space
- convex loss functions
- pairwise constraints
- empirical risk
- update rules
- conditional random fields
- bregman divergences
- precision and recall
- multi label
- hinge loss
- search engine
- information retrieval