21. 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
22. 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
23. 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
24. TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks Open Access Author: Warner, Andrew Colten Title: TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks Area of Honors: Computer Science Keywords: Machine LearningFront End DevelopmentTensorFLowReactNetworking File: Download Thesis.pdf Thesis Supervisors: Vishal Monga, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors Advisor
25. Using Data Mining to Detect Hate Speech on Twitter Open Access Author: Ciccarelli, Joshua Title: Using Data Mining to Detect Hate Speech on Twitter Area of Honors: Data Sciences Keywords: Machine LearningTwitterData MiningData ScienceCyber AgressionCyber Bullying File: Download Thesis_Ciccarelli_Joshua.pdf Thesis Supervisors: Anna Cinzia Squicciarini, Thesis SupervisorJohn Yen, Thesis Honors Advisor
26. PairBoost: Gradient Boosted Classification from Pairwise Data Open Access Author: Ashtekar, Neil Title: PairBoost: Gradient Boosted Classification from Pairwise Data Area of Honors: Computer Science Keywords: Machine LearningEnsemble LearningGradient BoostingData ScienceArtificial Intelligence File: Download Ashtekar_Neil_PairBoost.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor
27. Road Traffic Crash Severity Prediction Using Multi-State Data Open Access Author: England, Thomas M Title: Road Traffic Crash Severity Prediction Using Multi-State Data Area of Honors: Computer Engineering Keywords: Machine LearningCrash Severity PredictionDecision TreeNeural NetworkData Processing File: Download Thomas_England_Thesis_2021__1_.pdf Thesis Supervisors: Kamesh Madduri, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
28. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Open Access Author: Anand, Vivek Title: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Area of Honors: Computer Science Keywords: Machine LearningDeep Neural NetworksAdversarial Machine LearningComputer ScienceTensorflow File: Download Thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
29. Analysis of Automation in the Fast Fashion Supply Chain Open Access Author: Blackford, Grace Title: Analysis of Automation in the Fast Fashion Supply Chain Area of Honors: Project and Supply Chain Management Keywords: Supply ChainAutomationFast FashionClothingBlockchainMachine LearningArtificial IntelligenceRobotic Process Automation and OptimizationSupply Chain ManagmentClothing IndustryAutomation TechnologiesArtificisl IntelligenceRobotic Process AutomationOptimization File: Download Grace_Blackford-_Analysis_of_Automation_in_the_Fast_Fashion_Supply_Chain.pdf Thesis Supervisors: Richard Peng, Thesis SupervisorPeerasit Patanakul, Thesis Honors Advisor
30. Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns Open Access Author: Baak, Andrew Title: Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns Area of Honors: Data Sciences Keywords: Machine LearningData ScienceSports GamblingFantasy Sports File: Download Baak_Thesis_Final.pdf Thesis Supervisors: Francis C Wham, Jr., Thesis SupervisorJohn Yen, Thesis Honors Advisor