We know that algorithms can outperform humans across an expanding range of settings, from medical diagnosis and image recognition to crime prediction. However, an ongoing concern is the potential for automated approaches to codify existing human biases to ...

Employers are increasingly automating recruiting processes during the COVID-19 pandemic, according to sources who previously spoke to HR Dive. Virtual skill assessments, screening tools, on-demand interviews and simulations, in particular, have grown in ...

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 existing algorithms to solve specific problems, computing ...

Video: How do you add efficiency in AI models? First, look where people are looking. What you get, starting out in this video, is that algorithms impact our lives in, as CSAIL grad student Sandeep Silwal puts it, “silent ways” Silwal uses a simple ...

“Algorithms are a mathematical equation based on the statistical middle,” says Christiane Robbins, a founding partner of architectural firm MAP Studio, who has studied algorithms’ influence on design. “Over time, the middle becomes what everybody thinks they want.”

In the lower part of the figure, it can be seen that L2O leverages on a set of training problem instances from the target optimization problem class to gain knowledge. This knowledge can help identify algorithm (configurations) that perform well on unseen ...