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Loss function

Known as: Zero-one loss, Loss, Risk function 
In mathematical optimization, statistics, decision theory and machine learning, a loss function or cost function is a function that maps an event or… 
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Related topics

Related topics

50 relations
Adaptive filterBackpropagationBootstrapping (statistics)Constrained optimization

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2016
Highly Cited
2016
Deep Relative Distance Learning: Tell the Difference between Similar Vehicles
The growing explosion in the use of surveillance cameras in public security highlights the importance of vehicle search from a… 
Highly Cited
2012
Highly Cited
2012
On Average Performance and Stability of Economic Model Predictive Control
Control performance and cost optimization can be conflicting goals in the management of industrial processes. Even when optimal… 
Highly Cited
2011
Highly Cited
2011
Optimal Energy Allocation for Wireless Communications With Energy Harvesting Constraints
We consider the use of energy harvesters, in place of conventional batteries with fixed energy storage, for point-to-point… 
Highly Cited
2009
Highly Cited
2009
Ranking Measures and Loss Functions in Learning to Rank
Learning to rank has become an important research topic in machine learning. While most learning-to-rank methods learn the… 
Highly Cited
2004
Highly Cited
2004
Modeling of indoor positioning systems based on location fingerprinting
In previous years, positioning systems for indoor areas using the existing wireless local area network infrastructure have been… 
Highly Cited
2003
Highly Cited
2003
Power management strategy for a parallel hybrid electric truck
Hybrid vehicle techniques have been widely studied recently because of their potential to significantly improve the fuel economy… 
Highly Cited
2003
Highly Cited
2003
Margin Maximizing Loss Functions
Margin maximizing properties play an important role in the analysis of classification models, such as boosting and support vector… 
Highly Cited
2000
Highly Cited
2000
Free to Trade: Democracies, Autocracies, and International Trade
Relatively little research has focused on whether countries' political institutions affect their international trade relations… 
Highly Cited
1997
Highly Cited
1997
Clustering by competitive agglomeration
Highly Cited
1996
Highly Cited
1996
A 900 MHz CMOS LC-oscillator with quadrature outputs
The local oscillator (LO) in a wireless transceiver satisfies many exacting requirements. A variable frequency enables a phase… 
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