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» Improving the Java memory model using CRF
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ECOOP
2008
Springer
13 years 9 months ago
On Validity of Program Transformations in the Java Memory Model
Abstract. We analyse the validity of several common program transformations in multi-threaded Java, as defined by the Java Memory Model (JMM) section of Chapter 17 of the Java Lang...
Jaroslav Sevcík, David Aspinall
ACL
2006
13 years 8 months ago
Discriminative Word Alignment with Conditional Random Fields
In this paper we present a novel approach for inducing word alignments from sentence aligned data. We use a Conditional Random Field (CRF), a discriminative model, which is estima...
Phil Blunsom, Trevor Cohn
ASIAN
2004
Springer
150views Algorithms» more  ASIAN 2004»
14 years 23 days ago
Concurrent Constraint-Based Memory Machines: A Framework for Java Memory Models
A central problem in extending the von Neumann architecture to petaflop computers with millions of hardware threads and with a shared memory is defining the memory model [Lam79,...
Vijay A. Saraswat
ECOOP
2006
Springer
13 years 9 months ago
Scoped Types and Aspects for Real-Time Java
Real-time systems are notoriously difficult to design and implement, and, as many real-time problems are safety-critical, their solutions must be reliable as well as efficient and ...
Chris Andreae, Yvonne Coady, Celina Gibbs, James N...
ICML
2010
IEEE
13 years 8 months ago
A Conditional Random Field for Multiple-Instance Learning
We present MI-CRF, a conditional random field (CRF) model for multiple instance learning (MIL). MI-CRF models bags as nodes in a CRF with instances as their states. It combines di...
Thomas Deselaers, Vittorio Ferrari