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Contributor
Rundensteiner, Elke A.
Supprimer la restriction Contributor: Rundensteiner, Elke A.
Year
2024
Supprimer la restriction Year: 2024
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Résultats de recherche
Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Mot-clé:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
Créateur:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models
Mot-clé:
Energy efficient
,
Traumatic brain injury
,
Deep neural Networks
,
Depression
,
Speech assessment
, and
Speaker privacy
Créateur:
Ditthapron, Apiwat
Advisor:
Lammert, Adam C.
and
Agu, Emmanuel O.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets
Créateur:
Yin, Biao
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks
Mot-clé:
Large Language Model
,
Multi-Level Label
,
Incomplete Label
,
Noisy Label
,
In-Context Learning
, and
Foodborne Illness Detection
Créateur:
Zhang, Dongyu
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Mot-clé:
Noisy Labels
,
Anomaly Detection
, and
Deep Learning
Créateur:
Hofmann, Dennis
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Mot-clé:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Créateur:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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PhD Dissertations
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Masters Theses
3
Year
2024
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6
Créateur
DeOliveira, Joshua
1
Ditthapron, Apiwat
1
Hofmann, Dennis
1
Shrestha, Avantika
1
Yin, Biao
1
plus
Créateurs
»
Advisor
Agu, Emmanuel O.
1
Lammert, Adam C.
1
Rundensteiner, Elke A.
5
Zhang, Ziming
1
Contributor
Agu, Emmanuel O.
1
Jensen, Robert
1
Kong, Xiangnan
1
Kordzadeh, Nima
1
Lammert, Adam C.
1
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Contributors
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Unit (Department)
Computer Science
1
Data Science
5
Éditeur
Worcester Polytechnic Institute
6
UN SDG
3 - Good Health and Well-being
1
Not Specified
1
Type de ressource
Dissertation
3
Thesis
3
License
https://creativecommons.org/licenses/by/4.0/
1