Sentence examples for machine learning perspective from inspiring English sources

This machine learning perspective is conceptually changing how speech and natural language technologies are addressed.

This is an advanced course on computer vision from a probabilistic and machine learning perspective.

From a machine learning perspective, these settings present several challenges: in particular, the "loss function" is discontinuous, is asymmetric, and has a large range.

The emphasis of the machine learning perspective is on effectiveness because this perspective is heavily attracted by substantive heuristics working well in data analysis although they may not always be useful.

Depending on the type of the prior knowledge, we propose two methods to design kernels: one is from a machine learning perspective and the other one is from a system theory perspective.

From a machine learning perspective, adding items to the shortlist generates a new implicit feedback signal as a by-product of exploration and decision making which can improve recommendation quality.

The material provides an introduction to applied data analysis, with an emphasis on providing a conceptual framework for thinking about data from both statistical and machine learning perspectives.

These metrics range from purely engineering, signal processing and machine learning perspectives to more clinical viewpoints.

Markovitch and Rosenstein [12] proposed a general framework for feature generation based on a machine-learning perspective.

From a machine-learning perspective, most feature generation frameworks use a wrapper approach to evaluate generated features on the training set.

We develop a new method for evaluating grouping and right-censoring decisions of count responses from a (semisupervised) machine-learning perspective.