Machine Learning at Facebook: Understanding Inference at the Edge.
Carole-Jean WuDavid BrooksKevin ChenDouglas ChenSy ChoudhuryMarat DukhanKim M. HazelwoodEldad IsaacYangqing JiaBill JiaTommer LeyvandHao LuYang LuLin QiaoBrandon ReagenJoe SpisakFei SunAndrew TullochPeter VajdaXiaodong WangYanghan WangBram WastiYiming WuRan XianSungjoo YooPeizhao ZhangPublished in: HPCA (2019)
Keyphrases
- machine learning
- making inferences
- social networks
- edge information
- social media
- data mining
- inductive logic programming
- online social networks
- machine learning algorithms
- pattern recognition
- learning algorithm
- knowledge acquisition
- computer vision
- machine learning methods
- edge detector
- inference process
- decision trees
- reinforcement learning
- semi supervised learning
- supervised learning
- learning tasks
- active learning
- social networking
- bayesian inference
- edge detection
- inference engine
- undirected graph
- neural network