Violation of the IID assumption in Gradient Boosting
7509
Realistically, does the i.i.d. assumption hold for the vast majority of supervised learning tasks?
136197
Normalizing the final weights vector in the upper bound on the Perceptron's convergence
102785
Analysis of Kullback-Leibler divergence
118943
Understanding a derivation of bias correction for the Adam optimizer
34213
Multi-dimensional CDF on a discrete support
13664
Bias and variance in leave-one-out vs K-fold cross validation
15083
Mahalanobis Distance on Singular Data
145064
Techniques to detect overfitting
21014
$ {L}_{1} $ Regularized Unconstrained Optimization Problem
104487
Finding Bias$(s^2)$ in incorrect linear model
63692
Is KNN a discriminative learning algorithm?
125575
Dimensional regularization: removing more than just logarithmic divergencies?
107608
Differentiation in support vector machine
90679
Algebra of LDA. Fisher discrimination power of a variable and Linear Discriminant Analysis
154994
Violation of linearity assumption in Logistic Regression
59635
Stochastic gradient descent Vs Mini-batch size 1
150758
How does cross-validation overcome the overfitting problem?