What does it mean to "interpret the sigmoid $\sigma(\theta^Tx)$ as a probability"?
109822
Problem understanding the logistic regression link function
123962
Calculation of the n-th central moment of the normal distribution $\mathcal{N}(\mu,\sigma^2)$
41489
Why $p(y_n|y_{0:n-1})$ is a constant in Kalman filter derivation?
61480
Why in Variational Auto Encoder (Gaussian variational family) we model $\log\sigma^2$ and not $\sigma^2$ (or $\sigma$) itself?
57055
Are $|X|$ and $\operatorname{sgn}(X)$ independent?
78524
UMP of a Beta($\theta,1$) distribution
62549
Chain Rule Intuition
105755
Can anyone clarify the concept of a "sum of random variables"
42178
Maximum Likelihood Estimator for $\theta$ when $X_1,\dots, X_n \sim U(-\theta,\theta)$
37509
Why is the probability zero for any given value of a normal distribution?
138093
A question about notation of Bayes' Theorem
133723
Probability of lim sup, lim inf for sequence of random variables.
62737
Intuition behind measurable random variables and $\sigma$-algebra
31821
Probability and probability amplitude
142594
Verifying the interpretation of stopping times and stopping time $\sigma$-algebras
13412
Motivating sigmoid output units in neural networks starting with unnormalized log probabilities linear in $z=w^Th+b$ and $\phi(z)$
69458
Interpretation of Standard Deviation independent of the distribution?