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» Learning By Observation Using Qualitative Spatial Relations
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ECCV
2004
Springer
16 years 2 months ago
Decision Theoretic Modeling of Human Facial Displays
We present a vision based, adaptive, decision theoretic model of human facial displays in interactions. The model is a partially observable Markov decision process, or POMDP. A POM...
Jesse Hoey, James J. Little
NIPS
2007
15 years 2 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet
ESOP
2011
Springer
14 years 4 months ago
Measure Transformer Semantics for Bayesian Machine Learning
Abstract. The Bayesian approach to machine learning amounts to inferring posterior distributions of random variables from a probabilistic model of how the variables are related (th...
Johannes Borgström, Andrew D. Gordon, Michael...
OOPSLA
2009
Springer
15 years 7 months ago
Design pattern density defined
Design pattern density is a metric that measures how much of an object-oriented design can be understood and represented as instances of design patterns. Expert developers have lo...
Dirk Riehle
87
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IUI
2003
ACM
15 years 5 months ago
On-line personalization of a touch screen based keyboard
The user expectations for usability and personalization along with decreasing size of handheld devices challenge traditional keypad layout design. We have developed a method for o...
Johan Himberg, Jonna Häkkilä, Petri Kang...