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21.
Optimal Ensembles for Deep Learning: Theory and Practice
Keyword:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creator:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
22.
Transfer Theory and Homology
Creator:
Cheng, Yu
Advisor:
Keane, Patrick Gerard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
23.
BAYESIAN PREDICTIVE INFERENCE WITH SURVEY WEIGHTS
Keyword:
Non-probability samples
,
Survey weights
,
Bayesian statistics
,
Normalized likelihood
, and
Selection bias
Creator:
Yang, Lingli
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
24.
Application of Meta Analysis on ROC Curve
Creator:
Yang, Shuang
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
25.
Comparing ROC Curves on Multiclass Classification for Predicting Quality of Wine
Creator:
Zhang, Mengze
Advisor:
Peiris, Buddika
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
26.
Minimization Tools in MATLAB
Creator:
Robinson, Lynnette R.
Advisor:
Tilley, Burt S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
27.
Nonlinear Numerical Methods for Stochastic Differential Equations
Creator:
Dong, Yuchen
Advisor:
Zhang, Zhongqiang
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
28.
Bayesian Predictive Inference for a Non-probability Sample with Binary Responses from Small Areas
Keyword:
Selectivity
,
Dirichlet Process
,
Double logistic regression
,
Bayesian hierarchical model
,
Small area estimation
, and
Metropolis - Hastings sampler
Creator:
Xu, Zhiqing
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-09-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
29.
Global Approximations of Agent-Based Model State Changes
Keyword:
Numerical Partial Differential Equations
,
Partial Differential Equations
,
Agent-Based Models
,
Upscaling
,
Mathematical Modeling
, and
Absorption Modeling
Creator:
Yereniuk, Michael A.
Advisor:
Olson, Sarah D
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
30.
High-order numerical methods for integral fractional Laplacian: algorithm and analysis
Keyword:
stability
,
regularity
,
convergence
,
fractional laplacian
,
spectral method
, and
finite difference method
Creator:
Hao, Zhaopeng
Advisor:
Zhang, Zhongqiang
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-30
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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37
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5
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