Learning Logistic Regressors by Gradient Descent
Good news: l(w) is concave function of w, no local optima problems Bad news: no closed-form solution to maximize l(w) Good news: concave functions easy to optimize ©Carlos Guestrin 2005-2013 6 . 4 Optimizing concave function – Gradient ascent !
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