1. Deep Ensemble Learning for Robust Defense Against Adversaries Open Access Author: Adams, Ethan Title: Deep Ensemble Learning for Robust Defense Against Adversaries Area of Honors: Information Sciences and Technology Keywords: AIArtificial IntelligenceMLMachine LearningTensorFlowKerasPythonAI SecurityEnsemble LearningDeep LearningNeural NetworksAdversarialAdversaries File: Download Adams_ThesisFinal.pdf Thesis Supervisors: Mahdi Nasereddin, Thesis SupervisorSandy Feinstein, Thesis Honors Advisor
2. Machine Learning For Electromagnetic Metamaterial Design Open Access Author: O'Connor, Philip Title: Machine Learning For Electromagnetic Metamaterial Design Area of Honors: Electrical Engineering Keywords: Machine LearningMetamaterial AntennasComputational ElectromagneticsNeural Networks File: Download OConnor_Schreyer_Thesis_Final.pdf Thesis Supervisors: Douglas Henry Werner, Thesis SupervisorJulio Urbina, Thesis Honors Advisor
3. Towards Applying Machine Learning Technique For Fault Localization Open Access Author: Mao, Jianyu Title: Towards Applying Machine Learning Technique For Fault Localization Area of Honors: Computer Engineering Keywords: Fault LocalizationMachine Learning File: Download JmThesis.pdf Thesis Supervisors: Danfeng Zhang, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
4. A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data Open Access Author: Gault, William Title: A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data Area of Honors: Data Sciences Keywords: Data ScienceMachine LearningFeature EngineeringLinear RegressionNeural Network File: Download William_Gault_Thesis.pdf Thesis Supervisors: John Yen, Thesis SupervisorJohn Yen, Thesis Honors AdvisorSuhang Wang, Faculty Reader
5. Using a UAV and Edge Computing to Identify and Throw Away Trash Open Access Author: Eden, Grant Title: Using a UAV and Edge Computing to Identify and Throw Away Trash Area of Honors: Computer Engineering Keywords: UAVDroneMachine LearningEdge ComputingDeep Learning File: Download ThesisHonorsGrantEden.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
6. Random Forest Classification in Copy Number Variation Discovery Open Access Author: Jayakar, Gopal Title: Random Forest Classification in Copy Number Variation Discovery Area of Honors: Biochemistry and Molecular Biology Keywords: CNVMachine LearningSequencingGenomicsBioinformaticsRandom Forest File: Download Thesis_Jayakar.pdf Thesis Supervisors: Santhosh Girirajan, Thesis SupervisorSanthosh Girirajan, Thesis Honors AdvisorShaun Mahony, Faculty Reader
7. Artificial Intelligence & Machine Learning: Supply Chain Risk Management Open Access Author: Pan, Tina Title: Artificial Intelligence & Machine Learning: Supply Chain Risk Management Area of Honors: Supply Chain and Information Systems Keywords: AIMLSCRMArtificial IntelligenceMachine LearningSupply Chain Risk ManagementAI in SCRMRisksSupply Chain File: Download Tina_Pan_Thesis_AL_MLinSCRM.pdf Thesis Supervisors: Robert Alexander Novack, Thesis SupervisorJohn C Spychalski, Thesis Honors Advisor
8. Online Learning: A Survey Open Access Author: Wang, Weiqin Title: Online Learning: A Survey Area of Honors: Computer Science Keywords: Online LearningMachine Learning File: Download Thesis_Final_Wang.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorTing He, Thesis Honors Advisor
9. Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units Open Access Author: Mehra, Swasti Title: Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units Area of Honors: Computer Engineering Keywords: Machine LearningOperating SystemsScalabilityTensorFlow File: Download Swasti_Mehra_Thesis_Final_1.pdf Thesis Supervisors: Anand Sivasubramaniam, Thesis SupervisorChitaranjan Das, Thesis Honors Advisor
10. UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS Open Access Author: Dutta, Shubhangam Title: UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS Area of Honors: Computer Engineering Keywords: Deep LearningNeural NetworksDouble DescentMachine Learning File: Download SHC_thesis_Double_Descent.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor