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Multiclasser

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4 documents available in our comprehensive collection of Multiclasser resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Hierarchical Crowdsourcing
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Hierarchical Crowdsourcing (www19poster-1.pdf)

731 KBPC-A372EN 1 page
Researchers propose a hierarchical scheme for multiclass classification in crowdsourcing, where different workers are assigned to different subtasks based on...
Preview of Archived
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Archived (live-105-1426-jair.pdf)

253 KBEN 24 pages
Multiclass learning involves finding a definition for an unknown function f(x) with a discrete range of k values (classes).
Preview of North Shore Busway Evaluation
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North Shore Busway Evaluation (O4_Smith.pdf)

214 KBEN 13 pages
A proposed North Shore Busway in Auckland, NZ, sparked funding and evaluation disputes between Transfund NZ and Infrastructure Auckland. The study outlines the busway's design, stakeholder needs, and evaluation methods, focusing on initial options.
Preview of Dynamics, Neural Collapse, and Normalization in Deep Classifiers Trained with Square Loss
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Dynamics, Neural Collapse, and Normalization in Deep Classifiers Trained with Square Loss (JMLR__2021-22.pdf)

4.61 MBEN 18 pages
This memo explores the dynamics of deep classifiers trained with square loss, revealing convergence to minimum norm solutions when both Weight Decay and Batch Normalization are employed. The study highlights the importance of these techniques for stable training, demonstrating...

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