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» Trichotomy in the Complexity of Minimal Inference
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GECCO
2007
Springer
189views Optimization» more  GECCO 2007»
14 years 26 days ago
A more bio-plausible approach to the evolutionary inference of finite state machines
With resemblance of finite-state machines to some biological mechanisms in cells and numerous applications of finite automata in different fields, this paper uses analogies an...
Hooman Shayani, Peter J. Bentley
ICCAD
1995
IEEE
180views Hardware» more  ICCAD 1995»
13 years 10 months ago
Design based analog testing by Characteristic Observation Inference
In this paper, a new approach to analog test design based on the circuit design process, called Characteristic Observation Inference (COI), is presented. In many situations, it is...
Walter M. Lindermeir, Helmut E. Graeb, Kurt Antrei...
ICML
2010
IEEE
13 years 7 months ago
Learning Efficiently with Approximate Inference via Dual Losses
Many structured prediction tasks involve complex models where inference is computationally intractable, but where it can be well approximated using a linear programming relaxation...
Ofer Meshi, David Sontag, Tommi Jaakkola, Amir Glo...
ICB
2009
Springer
119views Biometrics» more  ICB 2009»
14 years 1 months ago
Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference
We propose a scalable face matching algorithm capable of dealing with faces subject to several concurrent and uncontrolled factors, such as variations in pose, expression, illumina...
Conrad Sanderson, Brian C. Lovell
ACSD
2004
IEEE
124views Hardware» more  ACSD 2004»
13 years 10 months ago
A Behavioral Type Inference System for Compositional System-on-Chip Design
The design productivity gap has been recognized by the semiconductor industry as one of the major threats to the continued growth of system-on-chips and embedded systems. Ad-hoc s...
Jean-Pierre Talpin, David Berner, Sandeep K. Shukl...