Michael Kearns and Aaron Roth, professors at the University of Pennsylvania, suggest that the solution is to "embed precise definitions of fairness, accuracy, transparency, and ethics at the algorithm ...

This paper comprehensively surveys existing works of chip design with ML algorithms from an algorithm perspective. To accomplish this goal, the authors propose a novel and systematical taxonomy for ...

As society attempts to solve more and more problems computationally, the need for efficient algorithms to solve these problems continues to grow. Just as importantly, to be able to apply or adapt ...

Pick a building on the horizon—any building will do—and consider for a moment how it came to be. Long before construction began, there was an architect and a blueprint. The blueprint bore a design ...

The skyrocketing scale of AI has been hard to miss in recent years. The most advanced algorithms now have hundreds of billions of connections, and it takes millions of dollars and a supercomputer to ...

In January, I taught a Continuing Education Center online class called "Programmable Logic: How Do They Do That?" One of the topics I covered is how place and route software works. This is one of the ...