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COLT
2006
Springer
15 years 11 months ago
Efficient Learning Algorithms Yield Circuit Lower Bounds
We describe a new approach for understanding the difficulty of designing efficient learning algorithms. We prove that the existence of an efficient learning algorithm for a circui...
Lance Fortnow, Adam R. Klivans
BMCBI
2006
159views more  BMCBI 2006»
15 years 7 months ago
Prediction of protein continuum secondary structure with probabilistic models based on NMR solved structures
Background: The structure of proteins may change as a result of the inherent flexibility of some protein regions. We develop and explore probabilistic machine learning methods for...
Mikael Bodén, Zheng Yuan, Timothy L. Bailey
220
Voted
C3S2E
2009
ACM
16 years 2 months ago
CPU, SMP and GPU implementations of Nohalo level 1, a fast co-convex antialiasing image resampler
This article introduces Nohalo level 1 (“Nohalo”), the simplest member of a family of image resamplers which straighten diagonal interfaces without adding noticeable nonlinear...
Nicolas Robidoux, Minglun Gong, John Cupitt, Adam ...
177
Voted
ISCIS
2004
Springer
16 years 26 days ago
Biological Metaphors for Agent Behavior
A wide variety of practical problems related to the interaction of agents can be examined using biological metaphors. This paper applies the theory of G-networks to agent systems b...
Erol Gelenbe, Varol Kaptan, Yu Wang
226
Voted
ECMDAFA
2010
Springer
207views Hardware» more  ECMDAFA 2010»
16 years 9 days ago
An Automated Approach to Transform Use Cases into Activity Diagrams
Use cases are commonly used to structure and document requirements while UML activity diagrams are often used to visualize and formalize use cases, for example to support automated...
Tao Yue, Lionel C. Briand, Yvan Labiche