The Myth of Model Interpretability
verbal explanations of complex machine learning models can potentially mislead users. Take linear models again as an example. Looking at which features get high weight, absent broader [...]
verbal explanations of complex machine learning models can potentially mislead users. Take linear models again as an example. Looking at which features get high weight, absent broader [...]
The market for artificial intelligence (AI) technologies is flourishing. Beyond the hype and the heightened media attention, the numerous startups and the internet giants racing to acquire [...]
Data scientists are smart people. If you get them the data, they can create a model that delivers value where there is value to be had. There [...]
Take, for example, an episode recently reported by machine learning researcher Rich Caruana and his colleagues. They described the experiences of a team at the University of [...]
Serverless Computing or Functions as a Service (FaaS) is gaining momentum. Amazon is fueling the innovation by expanding Lambda to edge devices and content distribution network. IBM, [...]
Apply Magic Sauce translates individuals' digital footprints into psychological profiles. It generates a Big Five Personality Profile, prediction of age, gender, sexual, religion and politics preferences. Source: [...]
Investigation into the five factor model started in 1949 when D.W. Fiske was unable to find support for Cattell's expansive 16 factors of personality, but instead found [...]
Good nutrition is a essential for good health. Poor nutrition can lead to reduced immunity, increased susceptibility to disease, impaired physical and mental development, and reduced productivity.Despite [...]
HUMANITY’S GOT ITSELF a problem. As Homo sapiens balloons as a species—to perhaps nearly 10 billion by 2050—the planet stubbornly stays the same size, meaning the same [...]
There are many improvements in the new PyTorch framework, however the most notable change is the adoption of a Dynamic Computational Graph. There are some lesser known [...]