منابع مشابه
Speeding up the binary Gaussian process classification
Gaussian processes (GP) are attractive building blocks for many probabilistic models. Their drawbacks, however, are the rapidly increasing inference time and memory requirement alongside increasing data. The problem can be alleviated with compactly supported (CS) covariance functions, which produce sparse covariance matrices that are fast in computations and cheap to store. CS functions have pr...
متن کاملSpeeding up the Inference in Gaussian Process Models
OF DOCTORAL DISSERTATION AALTO UNIVERSITY SCHOOL OF SCIENCE AND TECHNOLOGY P.O. BOX 11000, FI-00076 AALTO http://www.aalto.fi Author Jarno Vanhatalo Name of the dissertation Manuscript submitted 15.6.2010 Manuscript revised 9.9.2010 Date of the defence 19.10.2010 Article dissertation (summary + original articles) Monograph Faculty Department Field of research Opponent(s) Supervisor Instructor A...
متن کاملSpeeding up the Memory
Scalable Flat Cache Only Memory Architectures (Flat COMA) are designed for reduced memory access latencies while minimizing programmer and operating system involvement. Indeed, to keep memory access latencies low, neither the programmer needs to perform clever data placement nor the operating system needs to perform page migration. The hardware automatically replicates the data and migrates it ...
متن کاملSpeeding up drug discovery process with Artificial Intelligence
Singapore: It’s estimated that, on average, to bring one new drug to the market can take 1,000 people, 12-15 years, and up to $1.6 billion. Pharmaceutical companies are grappling with these scandalous costs and constantly in search for inefficiencies in the drug discovery process, and hope to fasten the process by focusing on key elements, like management models, new technologies and creative s...
متن کاملSpeeding up the ESG Algorithm
Local search (LS) methods heuristically find a solution for constraint satisfaction problems (CSP). LS starts the search for a solution from a random assignment. LS then examines the neighbours of this assignment to determine a better neighbour valuation to move to. It repeats this process of moving from the current assignment to a better assignment until it finds a solution that satisfies all ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Heart
سال: 1992
ISSN: 1355-6037
DOI: 10.1136/hrt.68.10.345