Mathematicians have long sought to develop algorithms that can compare any two graphs. In practice, many algorithms always seem to work efficiently. But in theory, there is no guarantee ...

One computer scientist’s “stunning” proof is the first progress in 50 years on one of the most famous questions in computer ...

Using an advanced Monte Carlo method, Caltech researchers found a way to tame the infinite complexity of Feynman diagrams and ...

Abstractions blog algorithms computational complexity computer science All topics Many aspects of modern applied research rely on a crucial algorithm called gradient descent. This is a procedure ...

The algorithm represented how many cliques are necessary for an FCM, ... If the intelligence in the human brain, in all its complexity, can be summed up by a particular algorithm, ...

He made several key contributions to the rigorous analysis of the computational complexity of algorithms. He popularized asymptotic notation, that we all affectionately know as the big-O notation. He ...

The research team systematically re-analyzed over 86,000 high-resolution protein structures from the Protein Data Bank, a global public repository of protein structures, using a new algorithm that ...

There are dozens of machine learning algorithms, ranging in complexity from linear regression and logistic regression to deep neural networks and ensembles (combinations of other models).