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Hardness of Learning Halfspaces with Noise

Hardness of Learning Halfspaces with Noise. Prasad Raghavendra Advisor Venkatesan Guruswami. Spam Problem. 1. 2 X 1 + 3 X 1 + 3 X 0 + 1 X 1 + 7 X 0 = 6. 2. 1. 3. 3. 6 > 3 Output SPAM. 3. 0. 1. 1. 7. PERCEPTRON. 0. Halfspace Learning Problem. Input: Training Samples

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Boolean examples - PowerPoint PPT Presentation

Hardness of Learning Halfspaces with Noise