Machine Learning

The machine learning subset of AI. Includes deep learning among other topics.

Chimera: Large-Scale Classification Using Machine Learning, Rules, and Crowdsourcing

~ Adrian Colyer ~ 2 Comments
Chimera: Large-Scale Classification Using Machine Learning, Rules, and Crowdsourcing - Sun et al. 2014 (WalmartLabs) Large-scale classification, where we need to classify hundreds of thousands or millions of items into thousands of classes, is becoming increasingly common in this age of Big Data... So far, however, very little has been published on how large-scale classification ... Continue Reading

Asynchronous Complex Analytics in a Distributed Dataflow Architecture

~ Adrian Colyer ~ 7 Comments
Asynchronous Complex Analytics in a Distributed Dataflow Architecture - Gonzalez et al. 2015 Here's a theme we've seen before: the programming model offered by large scale distributed systems doesn't always lend itself to efficient algorithms for solving certain classes of problems. In today's paper, Gonzalez et al. examine the growing gap between efficient machine learning ... Continue Reading