Prove that the function h given in Equation (10.5) equals the piece-wise constant function defined according to the same thresholds as h January 19, 2021 Read More »
Show how every Viola and Jones feature can be calculated from I (A) in a constant amount of time (that is, the runtime does not depend on the size of the rectangle defining the feature). January 19, 2021 Read More »
Describe scenarios in which the first method is better than the second and vice versa. January 19, 2021 Read More »
Suggest a procedure that agnostic PAC learns the problem with sample complexity of mH(_, δ), assuming that the loss function is bounded by 1. January 19, 2021 Read More »
Show how to run the Perceptron algorithm while only accessing the instances via the kernel function. January 19, 2021 Read More »