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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
APLAS
2010
ACM
15 years 4 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
CADE
2010
Springer
15 years 5 months ago
Monotonicity Inference for Higher-Order Formulas
Abstract. Formulas are often monotonic in the sense that if the formula is satisfiable for given domains of discourse, it is also satisfiable for all larger domains. Monotonicity i...
Jasmin Christian Blanchette, Alexander Krauss
147
Voted
CC
2010
Springer
243views System Software» more  CC 2010»
15 years 10 months ago
Optimizing Matlab through Just-In-Time Specialization
Abstract. Scientists are increasingly using dynamic programming languages like Matlab for prototyping and implementation. Effectively compiling Matlab raises many challenges due t...
Maxime Chevalier-Boisvert, Laurie J. Hendren, Clar...
TON
2010
300views more  TON 2010»
15 years 2 months ago
POPI: a user-level tool for inferring router packet forwarding priority
— Packet forwarding prioritization (PFP) in routers is one of the mechanisms commonly available to network operators. PFP can have a significant impact on the accuracy of networ...
Guohan Lu, Yan Chen, Stefan Birrer, Fabián ...