Monte-Carlo Tree Search is now a well established algorithm, in games and beyond. We analyze its scalability, and in particular its limitations, and the implications in terms of pa...
One major issue in designing image processors is to design a memory system that supports parallel access with a simple interconnection network. This paper presents a design method...
This paper aims to provide a quantitative understanding of the performance of image and video processing applications on general-purpose processors, without and with media ISA ext...
Parthasarathy Ranganathan, Sarita V. Adve, Norman ...
In this paper, we restudy the non-convex data factorization problems (regularized or not, unsupervised or supervised), where the optimization is confined in the nonnegative orthan...
Classification problems with a very large or unbounded set of output categories are common in many areas such as natural language and image processing. In order to improve accurac...
Ivan Titov, Alexandre Klementiev, Kevin Small, Dan...