Extracting certainty from uncertainty: Regret bounded by variation in costs

Keyphrases

• Regret 100%
• Variation in Cost 100%
• Online Algorithms 50%
• Expert Advice 50%
• Learning Algorithm 25%
• Machine Learning 25%
• Online Learning 25%
• Adversarial Setting 25%
• Online Linear Optimization 25%
• Learning Scenario 25%
• CesA 25%
• Average Loss 25%
• Scenario Prediction 25%

Computer Science

• on-line algorithm 100%
• Machine Learning 50%
• Learning Algorithm 50%
• Fundamental Problem 50%
• Online Learning 50%
• Linear Optimization 50%
• Adversarial Setting 50%