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» Evaluating Predictive Uncertainty Challenge
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DATE
2005
IEEE
158views Hardware» more  DATE 2005»
14 years 1 months ago
Scheduling of Soft Real-Time Systems for Context-Aware Applications
Context-aware applications pose new challenges, including a need for new computational models, uncertainty management, and efficient optimization under uncertainty. Uncertainty c...
Jennifer L. Wong, Weiping Liao, Fei Li, Lei He, Mi...
NECO
2002
145views more  NECO 2002»
13 years 7 months ago
Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities
In this work, we discuss practical methods for the assessment, comparison, and selection of complex hierarchical Bayesian models. A natural way to assess the goodness of the model...
Aki Vehtari, Jouko Lampinen
ISCA
2009
IEEE
152views Hardware» more  ISCA 2009»
14 years 2 months ago
Scaling the bandwidth wall: challenges in and avenues for CMP scaling
As transistor density continues to grow at an exponential rate in accordance to Moore’s law, the goal for many Chip Multi-Processor (CMP) systems is to scale the number of on-ch...
Brian M. Rogers, Anil Krishna, Gordon B. Bell, Ken...
ICRA
2010
IEEE
143views Robotics» more  ICRA 2010»
13 years 5 months ago
On the influence of ship motion prediction accuracy on motion planning and control of robotic manipulators on seaborne platforms
Robotic manipulators on non-inertial platforms, such as ships, have to endure large inertial forces due to the non-inertial motion of the platform. When the non-inertial platform&#...
Pål Johan From, Jan Tommy Gravdahl, Pieter A...
AAAI
2010
13 years 7 months ago
Fast Conditional Density Estimation for Quantitative Structure-Activity Relationships
Many methods for quantitative structure-activity relationships (QSARs) deliver point estimates only, without quantifying the uncertainty inherent in the prediction. One way to qua...
Fabian Buchwald, Tobias Girschick, Eibe Frank, Ste...