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» Why collective inference improves relational classification
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CASES
2006
ACM
15 years 6 months ago
Supporting precise garbage collection in Java Bytecode-to-C ahead-of-time compiler for embedded systems
A Java bytecode-to-C ahead-of-time compiler (AOTC) can improve the performance of a Java virtual machine (JVM) by translating bytecode into C code, which is then compiled into mac...
Dong-Heon Jung, Sung-Hwan Bae, Jaemok Lee, Soo-Moo...
AAAI
2011
14 years 11 days ago
Transportability of Causal and Statistical Relations: A Formal Approach
We address the problem of transferring information learned from experiments to a different environment, in which only passive observations can be collected. We introduce a formal ...
Judea Pearl, Elias Bareinboim
ACL
2010
14 years 10 months ago
Classification of Feedback Expressions in Multimodal Data
This paper addresses the issue of how linguistic feedback expressions, prosody and head gestures, i.e. head movements and face expressions, relate to one another in a collection o...
Costanza Navarretta, Patrizia Paggio
AAAI
2006
15 years 1 months ago
Sound and Efficient Inference with Probabilistic and Deterministic Dependencies
Reasoning with both probabilistic and deterministic dependencies is important for many real-world problems, and in particular for the emerging field of statistical relational lear...
Hoifung Poon, Pedro Domingos
97
Voted
MMM
2007
Springer
135views Multimedia» more  MMM 2007»
15 years 6 months ago
Ontology-Based Annotation of Paintings Using Transductive Inference Framework
Domain-specific knowledge of paintings defines a wide range of concepts for annotation and flexible retrieval of paintings. In this work, we employ the ontology of artistic concept...
Yelizaveta Marchenko, Tat-Seng Chua, Ramesh Jain