Chance constrained uncertain classification via robust optimization

Keyphrases

• Robust Optimization 100%
• Uncertain Data 100%
• Chance-constrained 100%
• Chance-constrained Programming 100%
• Uncertainty Classification 100%
• Model Uncertainty 33%
• Partial Information 33%
• High Probability 33%
• Probabilistic Constraints 33%
• Learning Algorithm 33%
• Error Measures 33%
• Second-order Cone Programming 33%
• Higher Classification 33%
• Chebyshev Bounds 33%
• Robust Classifier 33%
• Chebyshev 33%
• Bernstein Bound 33%
• Bernstein 33%
• Classification Margin 33%
• Point Measurement 33%
• Efficient Modeling 33%
• Less Conservative 33%

Computer Science

• Experimental Result 100%
• Robust Optimization 100%
• Test Data Point 100%
• Learning Algorithm 100%