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Learning theory of outcome weighted schemes and related topics
樊軍, Jun
(PI)
Department of Mathematics
Project
:
Research project
Overview
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Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Weight
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Mathematics
Descent Algorithm
87%
Gradient Descent
85%
Gradient Algorithm
84%
Functional Data
83%
Learning
62%
Convergence Rate
57%
Prediction
55%
Slope
43%
Online Learning
35%
Functional Linear Model
34%
Gradient Descent Method
33%
Regularity
32%
Online Algorithms
29%
Large Data
29%
Learning Algorithm
27%
Finite Horizon
26%
Reproducing Kernel
26%
Excess
24%
Uniform convergence
23%
Regression
17%
Framework
13%
Engineering & Materials Science
Personalized medicine
100%
Hilbert spaces
92%
Error analysis
64%
Data Science
46%
Deep neural networks
33%
Deep learning
30%
Steepest descent method
29%
Health
25%
Learning algorithms
19%