Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning.
Hitesh SapkotaYiming YingFeng ChenQi YuPublished in: AISTATS (2021)
Keyphrases
- robust optimization
- multiple instance learning
- density estimates
- multiple instance
- multi class
- mathematical programming
- stochastic programming
- supervised learning
- image annotation
- kernel function
- support vector
- semi supervised
- kernel methods
- decision theory
- multi modal
- semi supervised learning
- class labels
- lot sizing
- multiple kernel learning
- semidefinite programming
- visual features
- support vector machine