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COLT
2010
Springer
15 years 5 months ago
Hedging Structured Concepts
We develop an online algorithm called Component Hedge for learning structured concept classes when the loss of a structured concept sums over its components. Example classes inclu...
Wouter M. Koolen, Manfred K. Warmuth, Jyrki Kivine...
ICRA
2009
IEEE
167views Robotics» more  ICRA 2009»
16 years 1 months ago
The curious robot - Structuring interactive robot learning
— If robots are to succeed in novel tasks, they must be able to learn from humans. To improve such humanrobot interaction, a system is presented that provides dialog structure an...
Ingo Lütkebohle, Julia Peltason, Lars Schilli...
179
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SEW
2005
IEEE
16 years 17 days ago
Indicators of Structural Stability of Object-Oriented Designs: A Case Study
The structural stability of an object-oriented design (OOD) refers to the extent to which the structure of the design is preserved throughout the evolution of the software from on...
Mahmoud O. Elish, David C. Rine
NIPS
2008
15 years 8 months ago
Tighter Bounds for Structured Estimation
Large-margin structured estimation methods minimize a convex upper bound of loss functions. While they allow for efficient optimization algorithms, these convex formulations are n...
Olivier Chapelle, Chuong B. Do, Quoc V. Le, Alexan...
LATA
2009
Springer
16 years 1 months ago
Prediction of Creole Emergence in Spatial Language Dynamics
Creole is a new born language emerging in most cases where language contact takes place. Simulating behaviors that creole communities are formed in some environments, we could cont...
Makoto Nakamura, Takashi Hashimoto, Satoshi Tojo