1. Fairness in Artificial Intelligence Algorithms Open Access Author: Rodriguez, Alina Title: Fairness in Artificial Intelligence Algorithms Area of Honors: Information Sciences and Technology Keywords: Artificial IntelligenceMachine LearningFairnessEnsemble LearningEqualityEquityBiasTechnology File: Download Fairness_In_AI_Thesis_Final.pdf Thesis Supervisors: Abdullah Konak, Thesis SupervisorJeanne Marie Rose, Thesis Honors Advisor
2. Task Graph Based Mistake Detection in Instructional Videos Open Access Author: Sell, Parker Title: Task Graph Based Mistake Detection in Instructional Videos Area of Honors: Computer Science Keywords: Mistake RecognitionMachine LearningInstructional VideosAssembly VideosTask GraphVisual Recognition Network File: Download ParkerSellThesis.pdf Thesis Supervisors: Huijuan Xu, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. Adaptive Partial Training for Model-Heterogeneous Federated Learning Open Access Author: Swope, Jason Title: Adaptive Partial Training for Model-Heterogeneous Federated Learning Area of Honors: Computer Science Keywords: Machine LearningDistributed Machine LearningFederated LearningModel-Heterogeneous Federated LearningPartial TrainingModel HetegeneityData Heterogeneity File: Download Swope_Jason_Adaptive_Partial_Training_for_Model-Heterogeneous_Federated_Learning.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorMohamed Khaled Almekkawy, Thesis Honors Advisor
4. Leveraging Graph Neural Networks for Efficient Word Representations Open Access Author: Himes, Ryan Title: Leveraging Graph Neural Networks for Efficient Word Representations Area of Honors: Computer Science Keywords: Graph Neural NetworksNLPMachine LearningWord EmbeddingsText Classification File: Download Leveraging_Graph_Neural_Networks_for_Efficient_Word_Representations.pdf Thesis Supervisors: Truong Xuan Tran, Thesis SupervisorTing He, Thesis Honors Advisor
5. Creating a Solver for Nonlinear Differential Equations Using Unsupervised Neural Networks Open Access Author: Frishman, Jacob Title: Creating a Solver for Nonlinear Differential Equations Using Unsupervised Neural Networks Area of Honors: Mathematics Keywords: Differential EquationsDNNsDeep Neural NetworksMachine LearningODEsNeural Networks File: Download Frishman_Jacob_Honors_Thesis.pdf Thesis Supervisors: Leonid V Berlyand, Thesis SupervisorSergei Tabachnikov, Thesis Honors Advisor
6. Detecting Type II-P Supernova Precursor Emission via Machine Learning Open Access Author: Tartaglia, Anna Title: Detecting Type II-P Supernova Precursor Emission via Machine Learning Area of Honors: Astronomy and Astrophysics Keywords: Transient AstronomySupernovaeMachine Learning File: Download anna_tartaglia_thesis.pdf Thesis Supervisors: Donald P Schneider, Thesis SupervisorCindy Yuexing Gulis, Thesis Honors Advisor
7. Projecting MLB Pitcher Performance with Pitch Grades Open Access Author: Zerbe, Malcolm Title: Projecting MLB Pitcher Performance with Pitch Grades Area of Honors: Statistics Keywords: BaseballMLBMachine Learning File: Download honors_thesis_mtz3.pdf Thesis Supervisors: Matt Slifko, Thesis SupervisorAndrew John Wiesner, Thesis Honors Advisor