Machine Learning

Novel tools

Theory

Optimization

Structured prediction

Graphical models and variational inference

Extreme classification

Online learning

Concept Drift

Domain Adaptation

Bandit Algorithms

Continual learning

Multi task learning

Learning to Rank

Active learning

Multiple instance learning

Self-supervised learning

Reinforcement learning

Transfer Learning

Applications

ML Bias

Interpretability