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筛选: Unit (Department) Data Science 删除限定条件 Unit (Department): Data Science

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Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems

关键词:

peft, homotopy, llm, continuation methods, deep learning, and iterative dynamical system

创造者:

Pathak, Harsh

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Oracle Embeddings for Chemical Data Generation

关键词:

Generative Adversarial Network, Autoencoder, Mass Spectrometry, Neural Network, and Data Generation

创造者:

Dunham, Catherine

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-06

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Iterative Models for Machine Learning in the Physical Sciences

关键词:

electromagnetics, iterative models, dynamical systems, neural network extrapolation, machine learning, and lunar lander

创造者:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
FSL-LFMG: Few-shot Learning with Augmented Latent Features and Multitasking Generation for Enhancing Multiclass Classification on Tabular Data: Existing and New Concepts

关键词:

Deep Learning, Machine Learning, Autoencoders, New Concept Learning, Multiclass Classification, and Few-shot Learning

创造者:

Nur, Aviv

Advisor:

Bardeli, Rolf and Ngan, Chun-Kit

出版者:

Worcester Polytechnic Institute

创建日期:

2024-08-09

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder

关键词:

multi-task learning, sequential modeling, multivariate time series, self-attention, and digital health

创造者:

Shrestha, Avantika

Advisor:

Rundensteiner, Elke A.

出版者:

Worcester Polytechnic Institute

创建日期:

2024-03-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Multi-View Contrastive Learning for Sequential Recommendation

关键词:

collaborative learning and Sequential recommendation

创造者:

Zhou, Xiaofan

Advisor:

Lee, Kyumin

出版者:

Worcester Polytechnic Institute

创建日期:

2024-03-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
LOOL: Flexible & Robust Estimator of Heterogeneous Treatment Effects

关键词:

heterogenous treatment effect, machine learning, potential outcomes, and causal inference

创造者:

Pham, Duy

Advisor:

Sales, Adam

出版者:

Worcester Polytechnic Institute

创建日期:

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

关键词:

network analysis, gamification, exploratory play, graph theory, dashboard, and data visualization

创造者:

Pradhan, Siddhartha

Advisor:

Ottmar, Erin R.

出版者:

Worcester Polytechnic Institute

创建日期:

2024-04-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

创造者:

Yin, Biao

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

出版者:

Worcester Polytechnic Institute

创建日期:

2024-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks

关键词:

Large Language Model, Multi-Level Label, Incomplete Label, Noisy Label, In-Context Learning, and Foodborne Illness Detection

创造者:

Zhang, Dongyu

Advisor:

Rundensteiner, Elke A.

出版者:

Worcester Polytechnic Institute

创建日期:

2024-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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Masters Theses54
PhD Dissertations40
Masters Reports1

Year

Year range begin – Year range end

Current results range from 2015 to 2024

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创造者

Ahani, Narges1
Alajaji, Abdulaziz1
Amadeo, Lily1
Aygul, Ozge1
Bahadur, Nitish1
更多创造者s »

Advisor

Agu, Emmanuel O.6
Bardeli, Rolf1
Cote, Danielle1
Djamasbi, Soussan1
Eltabakh, Mohamed Y.3
更多 Advisors »

Contributor

Agu, Emmanuel O.6
Alkhateeb, Ahmed1
Bardeli, Rolf1
Cote, Danielle1
Dixon-Gordon, Katherine1
更多 Contributors »

Unit (Department)

Data Science[remove]95

出版者

Worcester Polytechnic Institute95

UN SDG

3 - Good Health and Well-being1
4 - Quality Education1
9 - Industry, Innovation and Infrastructure2
10 - Reducing Inequality1
11 - Sustainable Cities and Communities1
12 - Responsible Consumption and Production1
13 - Climate Action1
14 - Life Below Water1
15 - Life On Land1
16 - Peace, Justice, and Strong Institutions1
17 - Partnerships for the Goals1
Not Specified5

资源类型

Thesis54
Dissertation40
Report1

License

https://creativecommons.org/licenses/by/4.0/9
https://creativecommons.org/licenses/by-nc/4.0/3

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