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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Keyword:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
Creator:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-View Contrastive Learning for Sequential Recommendation
Keyword:
collaborative learning
and
Sequential recommendation
Creator:
Zhou, Xiaofan
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
LOOL: Flexible & Robust Estimator of Heterogeneous Treatment Effects
Keyword:
heterogenous treatment effect
,
machine learning
,
potential outcomes
, and
causal inference
Creator:
Pham, Duy
Advisor:
Sales, Adam
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
The Findings and Developed Tools from the Exploration of Procedural Pathways to Bolster Algebraic Knowledge
Keyword:
network analysis
,
gamification
,
exploratory play
,
graph theory
,
dashboard
, and
data visualization
Creator:
Pradhan, Siddhartha
Advisor:
Ottmar, Erin R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets
Creator:
Yin, Biao
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks
Keyword:
Large Language Model
,
Multi-Level Label
,
Incomplete Label
,
Noisy Label
,
In-Context Learning
, and
Foodborne Illness Detection
Creator:
Zhang, Dongyu
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Keyword:
Noisy Labels
,
Anomaly Detection
, and
Deep Learning
Creator:
Hofmann, Dennis
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Keyword:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Creator:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Level-Set Approach for Solving Nonlinear Integer Optimization Problems
Keyword:
Mathematical Programming
,
Optimization
,
Level-set
,
Value Function
,
Data Structures
, and
Polynomial
Creator:
Killea, Ryan
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Keyword:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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Ahani, Narges
1
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1
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1
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1
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Agu, Emmanuel O.
6
Cote, Danielle
1
Djamasbi, Soussan
1
Eltabakh, Mohamed Y.
3
Emdad, Fatemeh
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Agu, Emmanuel O.
6
Alkhateeb, Ahmed
1
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1
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1
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Unit (Department)
Data Science
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91
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Worcester Polytechnic Institute
91
UN SDG
3 - Good Health and Well-being
1
4 - Quality Education
1
10 - Reducing Inequality
1
11 - Sustainable Cities and Communities
1
12 - Responsible Consumption and Production
1
13 - Climate Action
1
14 - Life Below Water
1
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1
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1
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1
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https://creativecommons.org/licenses/by/4.0/
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https://creativecommons.org/licenses/by-nc/4.0/
3