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JMLR
2012
11 years 10 months ago
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...
Alexandre Lacoste, François Laviolette, Mar...
CC
2004
Springer
134views System Software» more  CC 2004»
13 years 11 months ago
Widening Integer Arithmetic
Abstract. Some codes require computations to use fewer bits of precision than are normal for the target machine. For example, Java requires 32-bit arithmetic even on a 64-bit targe...
Kevin Redwine, Norman Ramsey
SPAA
2006
ACM
14 years 1 months ago
Fault-tolerant semifast implementations of atomic read/write registers
This paper investigates time-efficient implementations of atomic read-write registers in message-passing systems where the number of readers can be unbounded. In particular we st...
Chryssis Georgiou, Nicolas C. Nicolaou, Alexander ...
JCDL
2004
ACM
134views Education» more  JCDL 2004»
14 years 1 months ago
Exploring the relationship between personal and public annotations
Today people typically read and annotate printed documents even if they are obtained from electronic sources like digital libraries. If there is a reason for them to share these p...
Catherine C. Marshall, A. J. Bernheim Brush
EH
1999
IEEE
351views Hardware» more  EH 1999»
14 years 1 days ago
Evolvable Hardware or Learning Hardware? Induction of State Machines from Temporal Logic Constraints
Here we advocate an approach to learning hardware based on induction of finite state machines from temporal logic constraints. The method involves training on examples, constraint...
Marek A. Perkowski, Alan Mishchenko, Anatoli N. Ch...