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JMLR
2010
135views more  JMLR 2010»
14 years 10 months ago
Structured Prediction Cascades
Structured prediction tasks pose a fundamental trade-off between the need for model complexity to increase predictive power and the limited computational resources for inference i...
David Weiss, Benjamin Taskar
CEFP
2005
Springer
15 years 9 months ago
Exploiting Purely Functional Programming to Obtain Bounded Resource Behaviour: The Hume Approach
This chapter describes Hume: a functionally-based language for programming with bounded resource usage, including time and space properties. The purpose of the Hume language design...
Kevin Hammond
193
Voted
SAGA
2009
Springer
15 years 10 months ago
Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies
We propose a generic method for obtaining quickly good upper bounds on the minimal value of a multistage stochastic program. The method is based on the simulation of a feasible dec...
Boris Defourny, Damien Ernst, Louis Wehenkel
CSL
2004
Springer
15 years 7 months ago
A Functional Scenario for Bytecode Verification of Resource Bounds
We consider a scenario where (functional) programs in pre-compiled form are exchanged among untrusted parties. Our contribution is a system of annotations for the code that can be ...
Roberto M. Amadio, Solange Coupet-Grimal, Silvano ...
ESOP
2009
Springer
15 years 10 months ago
Amortised Memory Analysis Using the Depth of Data Structures
Hofmann and Jost have presented a heap space analysis [1] that finds linear space bounds for many functional programs. It uses an amortised analysis: assigning hypothetical amount...
Brian Campbell