In Trading, Machine Learning Benchmarks Don’t Track What You Care About
Doing good work at HRT means constantly learning and improving. As part of that ongoing education, many people at HRT follow academic research – whether to keep up with the latest developments in their field of study, or to keep abreast of developments that can be...
How HRT Thinks About Data
Algorithms play a central role in algorithmic trading – as you might guess from its name. The simplest mental model of an algorithm is one of a black box that takes in data as input and outputs trading decisions. As researchers, we spend a lot of time thinking about...
Applying Artificial Intelligence to Trading
In the past few years it has been hard to escape the ubiquity of Artificial Intelligence. Although everything from your phone to your car or even your refrigerator might be endowed with AI, what is actually considered AI will vary widely from person to person.