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Filtern nach: Advisor Rundensteiner, Elke A. Herausgeber Worcester Polytechnic Institute

1. Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder

Stichwort:: multi-task learning, sequential modeling, multivariate time series, self-attention, and digital health
Schöpfer:: Shrestha, Avantika
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-03-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

2. Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

Schöpfer:: Yin, Biao
Advisor:: Zhang, Ziming and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks

Stichwort:: Large Language Model, Multi-Level Label, Incomplete Label, Noisy Label, In-Context Learning, and Foodborne Illness Detection
Schöpfer:: Zhang, Dongyu
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

4. Agree to Disagree: Robust Anomaly Detection with Noisy Labels

Stichwort:: Noisy Labels, Anomaly Detection, and Deep Learning
Schöpfer:: Hofmann, Dennis
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-24
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

5. Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering

Stichwort:: Deep Learning, GAN, Optimization, and Gradient Descent-Ascent
Schöpfer:: DeOliveira, Joshua
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-26
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

6. Predicting Students' Mental Health Using Fitbit Data

Stichwort:: Mental Health, Depression, Anixety, Environmental Survey, and Fitbit
Schöpfer:: Pins, Noah, Lusignan, Kyle, Escott, Allison, and Raisbeck, Olivia
Advisor:: Liu, Shichao, Mangoubi, Oren Rami, and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-25
Resource Type:: Major Qualifying Project

7. AutoOD 2.0: Elevating User Experience and Multi-User Functionality

Stichwort:: Web Development, User Experience, and Outlier Detection
Schöpfer:: Yi, James, Das, Ishayu, Andrews, Talia, and Sharich, Tristan
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-03-19
Resource Type:: Major Qualifying Project

8. Designing an Interactive Interface for FACET: Personalized Explanations in XAI

Stichwort:: XAI
Schöpfer:: Dion, Katharine, Pietrick, Alexander, Reiss, Jacob, Huang, Randy, and Genin, Belisha
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-03-21
Resource Type:: Major Qualifying Project

9. Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Stichwort:: Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias
Schöpfer:: Gerych, Walter
Advisor:: Rundensteiner, Elke A. and Agu, Emmanuel O.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-10-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

10. Multi-modal Models for Depression Screening

Stichwort:: Transfer learning, Sequential modeling for mental health screen, Multivariate time series, Deep learning, Multi-task learning, and Digital health
Schöpfer:: Flores, Ricardo
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-10-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

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