Sentence examples for real-world machine learning from inspiring English sources

Moreover, the surveyed methods also lack investigation into many common real-world machine learning challenges that may arise during transfer learning tasks.

As a popular Google paper asserts, only a fraction of real-world machine learning systems is composed of machine learning code. 1. Rapid Prototyping.

That dataset formed the foundation for a Bass Connections project where students explored real-world machine learning techniques applied to relevant energy questions, including the hunt for solar panels.

I am particularly interested in understanding the algorithmic and information theoretic possibilities and limitations for many fundamental information extraction tasks that underly real-world machine learning and data-centric applications.

We show that this extension can be efficiently evaluated for a number of useful submodular functions, thus making these otherwise impractical algorithms viable for real-world machine learning problems.

In real-world machine learning applications, the problem at hand often changes in time.

For instance, it remains to be seen whether the way in which Havlíček et al. represent data in quantum space is actually useful for real-world machine-learning applications.

But from where I sit, running a company that enables a huge number of real-world machine-learning projects, it's clear that machine learning is already forcing massive changes in the way companies operate.

Our experience implementing a real-world machine learning-based application corroborates such benefits, but we also encountered several challenges that have not been widely reported.

While you can build cool AI demos using static data sets, real-world AI that runs machine learning algorithms will constantly need new data to become smarter over time.

Companies like Waymo, Uber and Tesla would argue that this real-world experience is vital for machine learning.