— A key step in many statistical learning methods used in machine learning involves solving a convex optimization problem containing one or more hyper-parameters that must be sel...
Kristin P. Bennett, Jing Hu, Xiaoyun Ji, Gautam Ku...
Abstract— This paper presents a novel application of modular robotic technology. Many researchers expect manufacturing technology will allow robot modules to be built at smaller ...
Padmanabhan Pillai, Jason Campbell, Gautam Kedia, ...
We consider hypotheses about nondeterministic computation that have been studied in different contexts and shown to have interesting consequences: • The measure hypothesis: NP d...
Dynamic storage allocation continues to play an important role in the performance and correctness of systems ranging from user productivity software to high-performance servers. W...
Trishul M. Chilimbi, Richard E. Jones, Benjamin G....
An important goal of software engineering is to exploit commonalities in system design in order to reduce the complexity of building new systems, support largescale reuse, and pro...