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136
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IFL
2003
Springer
159views Formal Methods» more  IFL 2003»
15 years 8 months ago
Inferring Cost Equations for Recursive, Polymorphic and Higher-Order Functional Programs
Abstract This paper presents a type-based analysis for inferring sizeand cost-equations for recursive, higher-order and polymorphic functional programs without requiring user annot...
Pedro B. Vasconcelos, Kevin Hammond
123
Voted
VL
2002
IEEE
15 years 8 months ago
Visually Customizing Inference Rules About Apples and Oranges
We have been working on a unit system for end-user spreadsheets that is based on the concrete notion of units of the abstract concept of types. In previous work, we defined such ...
Margaret M. Burnett, Martin Erwig
141
Voted
IJCAI
2001
15 years 4 months ago
Constraints as Data: A New Perspective on Inferring Probabilities
We present a new approach to inferring a probability distribution which is incompletely specified by a number of linear constraints. We argue that the currently most popular appro...
Manfred Jaeger
150
Voted
AAAI
2011
14 years 3 months ago
Controlling Selection Bias in Causal Inference
Selection bias, caused by preferential exclusion of samples from the data, is a major obstacle to valid causal and statistical inferences; it cannot be removed by randomized exper...
Elias Bareinboim, Judea Pearl
134
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APLAS
2010
ACM
15 years 3 months ago
A Certified Implementation of ML with Structural Polymorphism
Abstract. The type system of Objective Caml has many unique features, which make ensuring the correctness of its implementation difficult. One of these features is structurally pol...
Jacques Garrigue