query: Classification and convex optimization of the cost function
positive_passages.docid: 146540
positive_passages.text: Lagrange Multipler KKT condition
negative_passages.docid: 127861
negative_passages.text: Finding Local Minima / Maxima in Noisy Data
negative_passages.docid: 141505
negative_passages.text: KKT points and nonlinear optimality (theory)
negative_passages.docid: 112378
negative_passages.text: Decision boundaries and Gaussian density functions
negative_passages.docid: 132827
negative_passages.text: Linear programming, Help!
negative_passages.docid: 156916
negative_passages.text: Intuitive and Formulaic Justification for the Rao-Blackwell Theorem
negative_passages.docid: 90215
negative_passages.text: Proof/Derivation of Residual Sum of Squares (Based on Introduction to Statistical Learning)
negative_passages.docid: 13412
negative_passages.text: Motivating sigmoid output units in neural networks starting with unnormalized log probabilities linear in $z=w^Th+b$ and $\phi(z)$
negative_passages.docid: 30423
negative_passages.text: interior points and convexity
negative_passages.docid: 34193
negative_passages.text: Linear programming - Maximizing negative objective function
negative_passages.docid: 102350
negative_passages.text: Cost function of neural network is non-convex?
negative_passages.docid: 149619
negative_passages.text: Duality in robust optimization
negative_passages.docid: 66151
negative_passages.text: Solving inequality for convex functions.
negative_passages.docid: 39736
negative_passages.text: Regularization methods for logistic regression
negative_passages.docid: 23119
negative_passages.text: An application of Jensen's Inequality
negative_passages.docid: 91880
negative_passages.text: Suggestions for cost-sensitive learning in a highly imbalanced setting
negative_passages.docid: 108904
negative_passages.text: Price optimization algorithms