Publications

We present Versatile Inference Processor (VIP), a highly programmable architecture for machine learning inference. VIP consists of 128 …

Maximum a posteriori probability (MAP) inference on Markov random fields (MRF) is the basis of many computer vision applications. …

Vertex-centric graph computations are widely used in many machine learning and data mining applications that operate on graph data …