Phan Anh’s blog – Phan Anh's website

Memristor Hadamard Multiplier, Compressed vector-matrix multiplication for Memristor-based ensemble neural networks

hardware

Using an ensemble of neural networks is an effective means of quantifying the uncertainty of an output prediction. However, the memory cost of storing a large ensemble of…

Constrained optimization and Karush Kuhn Tucker condition (KKT condition)

optimization

Suppose we are minimizing a function \(f(x)\), with contour line shown in the illustration below. These lines denotes points with the same function value. In the mountain…

Intuition for a few common probability ditributions

probability

statistics

Binomial, Beta, Multinomial, Dirichlet. Here are some extremely informal thoughts about these 4 distributions. This post is mostly based on illustrations and concrete…