Posts & Shots

Notes On Multiprocessor Programming

brief introduction to multicore programming in the shared-memory architecture.

Notes On Multiprocessor Programming

brief introduction to multicore programming in the shared-memory architecture.

Notes On Convexopt

Review on convex optimization.

Notes On Convexopt

Review on convex optimization.

Notes On Nonlinear Optimization

Review on nonlinear optimization.

Notes On Nonlinear Optimization

Review on nonlinear optimization.

Generate Random Variables Third Visit

Let's review the way to generate random variables once more.

Generate Random Variables Third Visit

Let's review the way to generate random variables once more.

Notes On Expectation Maximization And Variational Methods

It has been almost six years since I first meet EM optimization algorithm. It is a pity that I did never take it seriously in these years. Recently, I re-pick it up and find that it is really classic and well studied.

Notes On Expectation Maximization And Variational Methods

It has been almost six years since I first meet EM optimization algorithm. It is a pity that I did never take it seriously in these years. Recently, I re-pick it up and find that it is really classic and well studied.

The Gaussian Process And The Dirichlet Process

Of cause, these two random processes are not so much closely related. I just read about them recently.

The Gaussian Process And The Dirichlet Process

Of cause, these two random processes are not so much closely related. I just read about them recently.

Notes On Sampling Revisit

commonly used sampling algorithms.

Notes On Sampling Revisit

commonly used sampling algorithms.

Notes On Restricted Boltzmann Machine

A generative stochastic artificial neural network that can learn a probability distribution over its set of inputs.

Notes On Restricted Boltzmann Machine

A generative stochastic artificial neural network that can learn a probability distribution over its set of inputs.

Notes On Factorization Machines

A model gains great success in recommendation system.

Notes On Factorization Machines

A model gains great success in recommendation system.