This paper is about Reinforcement Learning (RL) applied to online parameter tuning in Stochastic Local Search (SLS) methods. In particular a novel application of RL is considered i...
The performance of face recognition systems that use two-dimensional images depends on consistent conditions w.r.t. lighting, pose, and facial appearance. We are developing a face...
Visualizing and analyzing social networks is a challenging problem that has been receiving growing attention. An important first step, before analysis can begin, is ensuring that...
Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben S...
ion Himanshu Jain1,2 , Franjo Ivanˇci´c1 , Aarti Gupta1 , and Malay K. Ganai1 1 NEC Laboratories America, Inc., 4 Independence Way, Princeton, NJ 08540 2 School of Computer Scien...
Himanshu Jain, Franjo Ivancic, Aarti Gupta, Malay ...
We present a technique to approximate the worst-case execution time that combines structural analysis with a loop-bounding algorithm based on local induction variable analysis. St...