Index Catalog // Hyrax

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1. Dynamical Decoder Model for High-Dimensional Neural Data

Stichwort:: Deep Learning, Hippocampus, and Neural Decoding
Schöpfer:: Richards, Maceo
Advisor:: Yousefi, Ali
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-06-03
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Interdisciplinary & Global Studies

2. 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

3. 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

4. Dynamical Systems Approaches for Deep Learning

Stichwort:: Dynamical Systems, Deep Learning, Machine Learning, and Machine Learning Theory
Schöpfer:: Kale, Neil
Advisor:: Paffenroth, Randy Clinton
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-22
Resource Type:: Major Qualifying Project

5. Deep Learning Model for Automating ECG Data Editing for Wearables

Stichwort:: Machine Learning, Deep Learning, Data Editing, ECG Correction, and IBI
Schöpfer:: Burdulis, Vincenza, Sardak, Daniel, and Nguyen, Jacob
Advisor:: Islam, Bashima
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-25
Resource Type:: Major Qualifying Project

6. Machine Learning Analysis of Neuroimaging (MRI) Data to Distinguish Patients with Focal Cortical Dysplasia Type II

Stichwort:: Deep Learning, MRI, Machine Learning, and Python
Schöpfer:: Golden, Jonathan and Kandasamy, Vivek
Advisor:: Korkin, Dmitry, Rodriguez, Angela C Incollingo, and Nephew, Benjamin
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2024-04-25
Resource Type:: Major Qualifying Project

7. 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

8. RAPIDS: Rapid AI Platform for Innovating Data Science

Stichwort:: High Performance Computing, Data Science, Generative AI, Deep Learning, Big Data, and Machine Learning
Schöpfer:: Talley, Caleb, Patel, Jai, and Ussrey, Natasha
Advisor:: Liu, Xiaozhong and Heineman, George T.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-10-25
Resource Type:: Major Qualifying Project

9. Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Stichwort:: Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing
Schöpfer:: Moore, Alexander
Advisor:: Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

10. Learning Debiased Representations for Long-Tailed Visual Recognition

Stichwort:: Imbalanced Learning, Machine Learning, and Deep Learning
Schöpfer:: Lam, Prudence
Advisor:: Zhang, Ziming
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-05-06
Resource Type:: Major Qualifying Project